AI Models & Ensemble
multi-ai-advisor
A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.
API Clients
postmancer
A MCP server for replacing Rest Clients like Postman/Insomnia, by allowing your LLM to maintain and use api collections.
bruno-mcp
A MCP server for interacting with Bruno API Client.
API Exposure
gin-mcp
A zero-configuration Go library to automatically expose existing Gin web framework APIs as MCP tools.
API Keys & Secrets
serveMyAPI
A personal MCP (Model Context Protocol) server for securely storing and accessing API keys across projects using the macOS Keychain.
API Schema & OpenAPI
mcp-openapi-schema-explorer
Token-efficient access to OpenAPI/Swagger specs via MCP Resources.
mcp-openapi
MCP server that lets LLMs know everything about your OpenAPI specifications to discover, explain and generate code/mock data.
openapi-mcp-server
Connect any HTTP/REST API server using an Open API spec (v3)
Agent Alignment
PV-Bhat/vibe-check-mcp-server
An MCP server that prevents cascading errors and scope creep by calling a "Vibe-check" agent to ensure user alignment.
Aggregators
anyquery
Query more than 40 apps with one binary using SQL. It can also connect to your PostgreSQL, MySQL, or SQLite compatible database. Local-first and private by design.
metatool-app (MetaMCP)
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
mindsdb
Connect and unify data across various platforms and databases with MindsDB as a single MCP server.
mcpmcp-server
A list of MCP servers so you can ask your client which servers you can use to improve your daily workflow.
open-mcp
Turn a web API into an MCP server in 10 seconds and add it to the open source registry: https://open-mcp.org
Pipedream
Connect with 2,500 APIs with 8,000+ prebuilt tools, and manage servers for your users, in your own app.
pluggedin-mcp-proxy
A comprehensive proxy server that combines multiple MCP servers into a single interface with extensive visibility features. It provides discovery and management of tools, prompts, resources, and templates across servers, plus a playground for debugging when building MCP servers.
mcgravity
A proxy tool for composing multiple MCP servers into one unified endpoint. Scale your AI tools by load balancing requests across multiple MCP servers, similar to how Nginx works for web servers.
MetaMCP
MetaMCP is the one unified middleware MCP server that manages your MCP connections with GUI.
WayStation-ai/mcp
Seamlessly and securely connect Claude Desktop and other MCP hosts to your favorite apps (Notion, Slack, Monday, Airtable, etc.). Takes less than 90 secs.
mcp-access-point
Turn a web service into an MCP server in one click without making any code changes.
imagen3-mcp
A powerful image generation tool using Google's Imagen 3.0 API through MCP. Generate high-quality images from text prompts with advanced photography, artistic, and photorealistic controls.
openai-gpt-image-mcp
OpenAI GPT image generation/editing MCP server.
Analytics
kukapay/dune-analytics-mcp
A mcp server that bridges Dune Analytics data to AI agents.
Analytics/Data Platform
mcp-tinybird
An MCP server to interact with a Tinybird Workspace from any MCP client.
App Store Integration
app-store-connect-mcp-server
An MCP server to communicate with the App Store Connect API for iOS Developers
Art & Culture
manim-mcp-server
A local MCP server that generates animations using Manim.
video-editing-mcp
Add, Analyze, Search, and Generate Video Edits from your Video Jungle Collection
discogs-mcp-server
MCP server to interact with the Discogs API
quran-mcp-server
MCP server to interact with Quran.com corpus via the official REST API v4.
metmuseum-mcp
Metropolitan Museum of Art Collection API integration to search and display artworks in the collection.
rijksmuseum-mcp
Rijksmuseum API integration for artwork search, details, and collections
oorlogsbronnen-mcp
Oorlogsbronnen (War Sources) API integration for accessing historical WWII records, photographs, and documents from the Netherlands (1940-1945)
davinci-resolve-mcp
MCP server integration for DaVinci Resolve providing powerful tools for video editing, color grading, media management, and project control
anilist-mcp
A MCP server integrating AniList API for anime and manga information
aseprite-mcp
MCP server using the Aseprite API to create pixel art
isaac-sim-mcp
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
mcp-open-library
A MCP server for the Open Library API that enables AI assistants to search for book information.
MayaMCP
MCP server for Autodesk Maya
bazi-mcp
Provides comprehensive and accurate Bazi (Chinese Astrology) charting
Audio/Media
marcelmarais/Spotify
Control Spotify playback and manage playlists.
Automation/GUI
NON906/omniparser-autogui-mcp
Automatic operation of on-screen GUI.
Banking Integration
openMF/mcp-mifosx
A core banking integration for managing clients, loans, savings, shares, financial transactions and generating financial reports.
Baseline Status
yamanoku/baseline-mcp-server
MCP server that searches Baseline status using Web Platform API.
Binance Smart Chain & Reward
intentos-labs/beeper-mcp
Beeper provides transactions on BSC, including balance/token transfers, token swaps in Pancakeswap and beeper reward claims.
Bioinformatics
longevity-genie/biothings-mcp
MCP server to interact with BioThings API, including genes, genetic variants, drugs, and taxonomic information.
Bitcoin & Wallets
getalby/nwc-mcp-server
Bitcoin Lightning wallet integration powered by Nostr Wallet Connect
Blockchain & Market Data
codex-data/codex-mcp
Codex API integration for real-time enriched blockchain and market data on 60+ networks
Blockchain Services
mcpdotdirect/evm-mcp-server
Comprehensive blockchain services for 30+ EVM networks, supporting native tokens, ERC20, NFTs, smart contracts, transactions, and ENS resolution.
mcpdotdirect/starknet-mcp-server
Comprehensive Starknet blockchain integration with support for native tokens (ETH, STRK), smart contracts, StarknetID resolution, and token transfers.
RomThpt/xrpl-mcp-server
MCP server for the XRP Ledger that provides access to account information, transaction history, and network data. Allows querying ledger objects, submitting transactions, and monitoring the XRPL network.
Blockchain/Crypto
tumf/web3-mcp
An MCP server implementation wrapping Ankr Advanced API. Access to NFT, token, and blockchain data across multiple chains including Ethereum, BSC, Polygon, Avalanche, and more.
Bookmarks
hiromitsusasaki/raindrop-io-mcp-server
An integration that allows LLMs to interact with Raindrop.io bookmarks using the Model Context Protocol (MCP).
Browser Automation
xspadex/bilibili-mcp
A FastMCP-based tool that fetches Bilibili's trending videos and exposes them via a standard MCP interface.
34892002/bilibili-mcp-js
A MCP server that supports searching for Bilibili content. Provides LangChain integration examples and test scripts.
aircodelabs/grasp
Self-hosted browser using agent with built-in MCP and A2A support.
automatalabs/mcp-server-playwright
An MCP server for browser automation using Playwright
blackwhite084/playwright-plus-python-mcp
An MCP python server using Playwright for browser automation,more suitable for llm
browserbase/mcp-server-browserbase
Automate browser interactions in the cloud (e.g. web navigation, data extraction, form filling, and more)
browsermcp/mcp
Automate your local Chrome browser
co-browser/browser-use-mcp-server
browser-use packaged as an MCP server with SSE transport. includes a dockerfile to run chromium in docker + a vnc server.
executeautomation/playwright-mcp-server
An MCP server using Playwright for browser automation and webscrapping
eyalzh/browser-control-mcp
An MCP server paired with a browser extension that enables LLM clients to control the user's browser (Firefox).
fradser/mcp-server-apple-reminders
An MCP server for interacting with Apple Reminders on macOS
getrupt/ashra-mcp
Extract structured data from any website. Just prompt and get JSON.
kimtaeyoon83/mcp-server-youtube-transcript
Fetch YouTube subtitles and transcripts for AI analysis
kimtth/mcp-aoai-web-browsing
A `minimal` server/client MCP implementation using Azure OpenAI and Playwright.
microsoft/playwright-mcp
Official Microsoft Playwright MCP server, enabling LLMs to interact with web pages through structured accessibility snapshots
modelcontextprotocol/server-puppeteer
Browser automation for web scraping and interaction
ndthanhdev/mcp-browser-kit
An MCP Server for interacting with manifest v2 compatible browsers.
pskill9/web-search
An MCP server that enables free web searching using Google search results, with no API keys required.
recursechat/mcp-server-apple-shortcuts
An MCP Server Integration with Apple Shortcuts
Build & CI Tools
gradle-mcp-server
Gradle integration using the Gradle Tooling API to inspect projects, execute tasks, and run tests with per-test result reporting.
xcodebuild
Build iOS Xcode workspace/project and feed back errors to llm.
CMS
ivo-toby/contentful-mcp
Update, create, delete content, content-models and assets in your Contentful Space
CRM
hmk/attio-mcp-server
Allows AI clients to manage records and notes in Attio CRM
salesforce-mcp/salesforce-mcp
MCP server with basic demonstration of interactions with Salesforce instance
CSV Data Access
restcsv-mcp-server
An MCP server for CSV files.
Calculation/Utility
githejie/mcp-server-calculator
This server enables LLMs to use calculator for precise numerical calculations
Climate/Carbon
jagan-shanmugam/climatiq-mcp-server
A Model Context Protocol (MCP) server for accessing the Climatiq API to calculate carbon emissions. This allows AI assistants to perform real-time carbon calculations and provide climate impact insights.
Cloud Platforms
qiniu/qiniu-mcp-server
A MCP built on Qiniu Cloud products, supporting access to Qiniu Cloud Storage, media processing services, etc.
alexbakers/mcp-ipfs
upload and manipulation of IPFS storage
VmLia/books-mcp-server
This is an MCP server used for querying books, and it can be applied in common MCP clients, such as Cherry Studio.
alexei-led/aws-mcp-server
A lightweight but powerful server that enables AI assistants to execute AWS CLI commands, use Unix pipes, and apply prompt templates for common AWS tasks in a safe Docker environment with multi-architecture support
alexei-led/k8s-mcp-server
A lightweight yet robust server that empowers AI assistants to securely execute Kubernetes CLI commands (`kubectl`, `helm`, `istioctl`, and `argocd`) using Unix pipes in a safe Docker environment with multi-architecture support.
aliyun/alibaba-cloud-ops-mcp-server
A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
bright8192/esxi-mcp-server
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), providing simple REST API interfaces for virtual machine management.
cloudflare/mcp-server-cloudflare
Integration with Cloudflare services including Workers, KV, R2, and D1
jedisct1/fastly-mcp-server
Integration with Fastly services
flux159/mcp-server-kubernetes
Typescript implementation of Kubernetes cluster operations for pods, deployments, services.
hardik-id/azure-resource-graph-mcp-server
A Model Context Protocol server for querying and analyzing Azure resources at scale using Azure Resource Graph, enabling AI assistants to explore and monitor Azure infrastructure.
jdubois/azure-cli-mcp
A wrapper around the Azure CLI command line that allows you to talk directly to Azure
johnneerdael/netskope-mcp
An MCP to give access to all Netskope Private Access components within a Netskope Private Access environments including detailed setup information and LLM examples on usage.
manusa/Kubernetes MCP Server
Powerful Kubernetes MCP server with additional support for OpenShift. Provides CRUD operations for any Kubernetes resource, and specialized cluster interaction tools.
nwiizo/tfmcp
A Terraform MCP server allowing AI assistants to manage and operate Terraform environments, enabling reading configurations, analyzing plans, applying configurations, and managing Terraform state.
pulumi/mcp-server
MCP server for interacting with Pulumi using the Pulumi Automation API and Pulumi Cloud API. Enables MCP clients to perform Pulumi operations like retrieving package information, previewing changes, deploying updates, and retrieving stack outputs programmatically.
rohitg00/kubectl-mcp-server
A Model Context Protocol (MCP) server for Kubernetes that enables AI assistants like Claude, Cursor, and others to interact with Kubernetes clusters through natural language.
strowk/mcp-k8s-go
Kubernetes cluster operations through MCP
thunderboltsid/mcp-nutanix
Go-based MCP Server for interfacing with Nutanix Prism Central resources.
trilogy-group/aws-pricing-mcp
Get up-to-date EC2 pricing information with one call. Fast. Powered by a pre-parsed AWS pricing catalogue.
weibaohui/k8m
Provides MCP multi-cluster Kubernetes management and operations, featuring a management interface, logging, and nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
weibaohui/kom
Provides MCP multi-cluster Kubernetes management and operations. It can be integrated as an SDK into your own project and includes nearly 50 built-in tools covering common DevOps and development scenarios. Supports both standard and CRD resources.
wenhuwang/mcp-k8s-eye
MCP Server for kubernetes management, and analyze your cluster, application health
erikhoward/adls-mcp-server
MCP Server for Azure Data Lake Storage. It can perform manage containers, read/write/upload/download operations on container files and manage file metadata.
silenceper/mcp-k8s
MCP-K8S is an AI-driven Kubernetes resource management tool that allows users to operate any resources in Kubernetes clusters through natural language interaction, including native resources (like Deployment, Service) and custom resources (CRD). No need to memorize complex commands - just describe your needs, and AI will accurately execute the corresponding cluster operations, greatly enhancing the usability of Kubernetes.
redis/mcp-redis-cloud
Manage your Redis Cloud resources effortlessly using natural language. Create databases, monitor subscriptions, and configure cloud deployments with simple commands.
portainer/portainer-mcp
A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
Cloud/Firebase
firebase-mcp
Firebase services including Auth, Firestore and Storage.
Code Execution
pydantic/pydantic-ai/mcp-run-python
Run Python code in a secure sandbox via MCP tool calls
yepcode/mcp-server-js
Execute any LLM-generated code in a secure and scalable sandbox environment and create your own MCP tools using JavaScript or Python, with full support for NPM and PyPI packages
ckanthony/openapi-mcp
OpenAPI-MCP: Dockerized MCP Server to allow your AI agent to access any API with existing api docs.
alfonsograziano/node-code-sandbox-mcp
A Node.js MCP server that spins up isolated Docker-based sandboxes for executing JavaScript snippets with on-the-fly npm dependency installation and clean teardown
mcp-code-runner
An MCP server for running code locally via Docker and supporting multiple programming languages.
Code Quality & Analysis
sonarqube-mcp-server
A Model Context Protocol (MCP) server that integrates with SonarQube to provide AI assistants with access to code quality metrics, issues, and quality gate statuses
Code Understanding & Transformation
mcp-claude-code
An implementation of Claude Code capabilities using MCP, enabling AI code understanding, modification, and project analysis with comprehensive tool support.
Coding Agents
oraios/serena
A fully-featured coding agent that relies on symbolic code operations by using language servers.
ezyang/codemcp
Coding agent with basic read, write and command line tools.
doggybee/mcp-server-leetcode
An MCP server that enables AI models to search, retrieve, and solve LeetCode problems. Supports metadata filtering, user profiles, submissions, and contest data access.
jinzcdev/leetcode-mcp-server
MCP server enabling automated access to LeetCode's programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both leetcode.com (global) and leetcode.cn (China) sites.
juehang/vscode-mcp-server
A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.
Command Line
ferrislucas/iterm-mcp
A Model Context Protocol server that provides access to iTerm. You can run commands and ask questions about what you see in the iTerm terminal.
g0t4/mcp-server-commands
Run any command with run_command and run_script tools.
maxim-saplin/mcp_safe_local_python_executor
Safe Python interpreter based on HF Smolagents LocalPythonExecutor
MladenSU/cli-mcp-server
Command line interface with secure execution and customizable security policies
OthmaneBlial/term_mcp_deepseek
A DeepSeek MCP-like Server for Terminal
tumf/mcp-shell-server
A secure shell command execution server implementing the Model Context Protocol (MCP)
automateyournetwork/pyATS_MCP
Cisco pyATS server enabling structured, model-driven interaction with network devices.
wonderwhy-er/DesktopCommanderMCP
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
Communication
AbdelStark/nostr-mcp
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, and more.
adhikasp/mcp-twikit
Interact with Twitter search and timeline
agentmail-toolkit/mcp
An MCP server to create inboxes on the fly to send, receive, and take actions on email. We aren't AI agents for email, but email for AI Agents.
arpitbatra123/mcp-googletasks
An MCP server to interface with the Google Tasks API
carterlasalle/mac_messages_mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
chaindead/telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, and handling read status
chigwell/telegram-mcp
Telegram API integration for accessing user data, managing dialogs (chats, channels, groups), retrieving messages, sending messages and handling read status.
elie222/inbox-zero
An MCP server for Inbox Zero. Adds functionality on top of Gmail like finding out which emails you need to reply to or need to follow up on.
gitmotion/ntfy-me-mcp
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted ntfy server from AI Agents (supports secure token auth & more - use with npx or docker!)
gotoolkits/wecombot
An MCP server application that sends various types of messages to the WeCom group robot.
hannesrudolph/imessage-query-fastmcp-mcp-server
An MCP server that provides safe access to your iMessage database through Model Context Protocol (MCP), enabling LLMs to query and analyze iMessage conversations with proper phone number validation and attachment handling
i-am-bee/acp-mcp
An MCP server acting as an adapter into the ACP ecosystem. Seamlessly exposes ACP agents to MCP clients, bridging the communication gap between the two protocols.
jagan-shanmugam/mattermost-mcp-host
A MCP server along with MCP host that provides access to Mattermost teams, channels and messages. MCP host is integrated as a bot in Mattermost with access to MCP servers that can be configured.
lharries/whatsapp-mcp
An MCP server for searching your personal WhatsApp messages, contacts and sending messages to individuals or groups
line/line-bot-mcp-server
MCP Server for Integrating LINE Official Account
MarkusPfundstein/mcp-gsuite
Integration with gmail and Google Calendar.
modelcontextprotocol/server-bluesky
Bluesky instance integration for querying and interaction
modelcontextprotocol/server-slack
Slack workspace integration for channel management and messaging
korotovsky/slack-mcp-server
The most powerful MCP server for Slack Workspaces.
sawa-zen/vrchat-mcp
This is an MCP server for interacting with the VRChat API. You can retrieve information about friends, worlds, avatars, and more in VRChat.
takumi0706/google-calendar-mcp
An MCP server to interface with the Google Calendar API. Based on TypeScript.
teddyzxcv/ntfy-mcp
The MCP server that keeps you informed by sending the notification on phone using ntfy
userad/didlogic_mcp
An MCP server for DIDLogic. Adds functionality to manage SIP endpoints, numbers and destinations.
zcaceres/gtasks-mcp
An MCP server to Manage Google Tasks
InditexTech/mcp-teams-server
MCP server that integrates Microsoft Teams messaging (read, post, mention, list members and threads)
softeria/ms-365-mcp-server
MCP server that connects to the whole Microsoft 365 suite using Graph API (including mail, files, Excel, calendar)
YCloud-Developers/ycloud-whatsapp-mcp-server
MCP server for WhatsApp Business Platform by YCloud.
jaipandya/producthunt-mcp-server
MCP server for Product Hunt. Interact with trending posts, comments, collections, users, and more.
Container Management
Portainer MCP Server
A powerful MCP server that enables AI assistants to seamlessly interact with Portainer instances, providing natural language access to container management, deployment operations, and infrastructure monitoring capabilities.
Content Conversion
markdownify-mcp
An MCP server to convert almost any file or web content into Markdown
Contract Management
esignaturescom/mcp-server-esignatures
Contract and template management for drafting, reviewing, and sending binding contracts via the eSignatures API.
Crash & User Monitoring
mcp-server-raygun
Raygun API V3 integration for crash reporting and real user monitoring
Cross-Chain Data
kukapay/bridge-rates-mcp
Delivering real-time cross-chain bridge rates and optimal transfer routes to onchain AI agents.
Crypto Exchange Price
pwh-pwh/coin-mcp-server
Bitget API to fetch cryptocurrency price.
Crypto Market Data
QuantGeekDev/coincap-mcp
Real-time cryptocurrency market data integration using CoinCap's public API, providing access to crypto prices and market information without API keys
SaintDoresh/Crypto-Trader-MCP-ClaudeDesktop
An MCP tool that provides cryptocurrency market data using the CoinGecko API.
Cryptocurrency
AbdelStark/bitcoin-mcp
A Model Context Protocol (MCP) server that enables AI models to interact with Bitcoin, allowing them to generate keys, validate addresses, decode transactions, query the blockchain, and more.
Customer Data Platforms
iaptic/mcp-server-iaptic
Connect with iaptic to ask about your Customer Purchases, Transaction data and App Revenue statistics.
OpenDataMCP/OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
sergehuber/inoyu-mcp-unomi-server
An MCP server to access and updates profiles on an Apache Unomi CDP server.
tinybirdco/mcp-tinybird
An MCP server to interact with a Tinybird Workspace from any MCP client.
@antv/mcp-server-chart
A Model Context Protocol server for generating visual charts using AntV.
DEX Market Data
coinpaprika/dexpaprika-mcp
Coinpaprika's DexPaprika MCP server exposes high-performance DexPaprika API covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
DEX Pool Tracking
kukapay/pancakeswap-poolspy-mcp
An MCP server that tracks newly created pools on Pancake Swap.
kukapay/uniswap-poolspy-mcp
An MCP server that tracks newly created liquidity pools on Uniswap across multiple blockchains.
DEX Swaps
kukapay/uniswap-trader-mcp
An MCP server for AI agents to automate token swaps on Uniswap DEX across multiple blockchains.
Data Fetching
fetch-mcp
An MCP server to flexibly fetch JSON, text, and HTML data
Data Indexing
kukapay/thegraph-mcp
An MCP server that powers AI agents with indexed blockchain data from The Graph.
Data Platforms
mcp-flowcore-platform
Interact with Flowcore to perform actions, ingest data, and analyse, cross reference and utilise any data in your data cores, or in public data cores; all with human language.
mcp-databricks-server
Connect to Databricks API, allowing LLMs to run SQL queries, list jobs, and get job status.
databricks-genie-MCP
A server that connects to the Databricks Genie API, allowing LLMs to ask natural language questions, run SQL queries, and interact with Databricks conversational agents.
qlik-mcp
MCP Server for Qlik Cloud API that enables querying applications, sheets, and extracting data from visualizations with comprehensive authentication and rate limiting support.
keboola-mcp-server
Interact with Keboola Connection Data Platform. This server provides tools for listing and accessing data from Keboola Storage API.
dbt-mcp
Official MCP server for dbt (data build tool) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.
dbt-docs-mcp
MCP server for dbt-core (OSS) users as the official dbt MCP only supports dbt Cloud. Supports project metadata, model and column-level lineage and dbt documentation.
Data Science Tools
chronulus-mcp
Predict anything with Chronulus AI forecasting and prediction agents.
mcp-server-data-exploration
Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
kaggle-mcp
Connects to Kaggle, ability to download and analyze datasets.
zaturn
Link multiple data sources (SQL, CSV, Parquet, etc.) and ask AI to analyze the data for insights and visualizations.
vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
Data/GraphQL
blurrah/mcp-graphql
Allows the AI to query GraphQL servers
Database Analysis
mcp-server-sql-analyzer
MCP server that provides SQL analysis, linting, and dialect conversion using SQLGlot.
Database MCP Servers
airtable-mcp
Connect AI tools directly to Airtable. Query, create, update, and delete records using natural language. Features include base management, table operations, schema manipulation, record filtering, and data migration through a standardized MCP interface.
mcp-redis
The Redis official MCP Server offers an interface to manage and search data in Redis.
mcp-alchemy
Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.
mcp-pinecone
Pinecone integration with vector search capabilities.
skysql-mcp
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
supabase-mcp
Official Supabase MCP server to connect AI assistants directly with your Supabase project and allows them to perform tasks like managing tables, fetching config, and querying data.
legion-mcp
Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.
dolphindb-mcp-server
DolphinDB database integration with schema inspection and query capabilities.
mcp-server-weaviate
An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.
xiyan_mcp_server
An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
mcp-google-sheets
A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.
go-mcp-mysql
Easy to use, zero dependency MySQL MCP server built with Golang with configurable readonly mode and schema inspection.
ydb-mcp
MCP server for interacting with YDB databases.
mcp-server-milvus
MCP Server for Milvus / Zilliz, making it possible to interact with your database.
mcp-server-jdbc
An MCP server for generic Database Management System (DBMS) Connectivity via the Java Database Connectivity (JDBC) protocol.
VictoriaMetrics-mcp-server
An MCP server for interacting with VictoriaMetrics database.
mcp-hydrolix
Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.
mysql-mcp-server
User-friendly read-only mysql mcp server for cursor and n8n.
Databases/API Gateway
gateway
MCP and MCP SSE Server that automatically generate API based on database schema and data. Supports PostgreSQL, Clickhouse, MySQL, Snowflake, BigQuery, Supabase.
Databases/Cloud Services
mcp-aiven
Navigate your Aiven projects and interact with PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services.
Databases/Cloud/Analytics
adx-mcp-server
Query and analyze Azure Data Explorer databases.
Databases/Cloud/PostgreSQL
mcp-server-neon
An MCP Server for creating and managing Postgres databases using Neon Serverless Postgres.
nile-mcp-server
MCP server for Nile's Postgres platform - Manage and query Postgres databases, tenants, users, auth using LLMs.
Databases/Cloud/Reactivity
convex-backend
Convex database integration to introspect tables, functions, and run oneoff queries.
Databases/Cloud/SQL
mcp-bigquery-server
Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities.
mcp-server-bigquery (LucasHild)
BigQuery database integration with schema inspection and query capabilities.
mcp-snowflake-server
Snowflake integration implementing read and (optional) write operations as well as insight tracking.
Databases/Graph
mcp-memgraph
Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.
mcp-neo4j
Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manage Neo4j Aura Instances).
Databases/Ledger
mcp-database-server
Fireproof ledger database with multi-user sync.
Databases/NoSQL
alibabacloud-tablestore-mcp-server
MCP service for Tablestore, features include adding documents, semantic search for documents based on vectors and scalars, RAG-friendly, and serverless.
mcp-server-couchbase
Couchbase MCP server provides unified access to both Capella cloud and self-managed clusters for document operations, SQL++ queries, and natural language data analysis.
elasticsearch-mcp-server
MCP Server implementation that provides Elasticsearch interaction.
airtable-mcp-server
Airtable database integration with schema inspection, read and write capabilities.
nocodb-mcp-server
Nocodb database integration, read and write capabilities.
mongodb-lens
MongoDB Lens: Full Featured MCP Server for MongoDB Databases.
Databases/NoSQL/MongoDB
mcp-mongo-server
A Model Context Protocol Server for MongoDB.
mongo-mcp
MongoDB integration that enables LLM.
Databases/SQL
supabase-mcp-server (alexanderzuev)
Supabase MCP Server with support for SQL query execution and database exploration tools.
mcp-server-mysql (benborla29)
MySQL database integration in NodeJS with configurable access controls and schema inspection.
mcp-server-tidb
TiDB database integration with schema inspection and query capabilities.
mcp-clickhouse
ClickHouse database integration with schema inspection and query capabilities.
mysql_mcp_server (designcomputer)
MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines.
mysql_mcp_server_pro
Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization.
sqlite-explorer-fastmcp-mcp-server
An MCP server that provides safe, read-only access to SQLite databases through Model Context Protocol (MCP). This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.
Databases/SQL/Analytics
mcp-server-duckdb
DuckDB database integration with schema inspection and query capabilities.
Databases/SQL/Federated
mcp-server-trino (Dataring)
Trino MCP Server to query and access data from Trino Clusters.
mcp-trino (tuannvm)
A Go implementation of a Model Context Protocol (MCP) server for Trino.
Databases/SQL/General
genai-toolbox
Open source MCP server specializing in easy, fast, and secure tools for Databases.
mcp-server-jdbc
Connect to any JDBC-compatible database and query, insert, update, delete, and more.
Databases/SQL/MySQL
mcp-mysql-server
Node.js-based MySQL database integration that provides secure MySQL database operations.
Databases/SQL/ODBC
mcp-server-odbc
An MCP server for generic Database Management System (DBMS) Connectivity via the Open Database Connectivity (ODBC) protocol.
Databases/SQL/ORM
prisma
Gives LLMs the ability to manage Prisma Postgres databases (e.g. spin up new database instances or run schema migrations).
Databases/SQL/PostgreSQL
postgres-mcp
All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks.
server-postgres
PostgreSQL database integration with schema inspection and query capabilities.
Databases/SQL/SQLAlchemy
mcp-server-sqlalchemy
An MCP server for generic Database Management System (DBMS) Connectivity via SQLAlchemy using Python ODBC (pyodbc).
Databases/SQL/SQLite
mcp-sqlite
Model Context Protocol (MCP) server that provides comprehensive SQLite database interaction capabilities.
server-sqlite
SQLite database operations with built-in analysis features.
Databases/SQL/Supabase
supabase-mcp-server (joshuarileydev)
Supabase MCP Server for managing and creating projects and organisations in Supabase.
Databases/Semantic Engine
wren-engine
The Semantic Engine for Model Context Protocol (MCP) Clients and AI Agents.
Databases/Time Series
greptimedb-mcp-server
MCP Server for querying GreptimeDB.
influxdb-mcp-server
Run queries against InfluxDB OSS API v2.
Databases/Universal
dbhub
Universal database MCP server supporting mainstream databases.
db-mcp-server
A high-performance multi-database MCP server built with Golang, supporting MySQL & PostgreSQL (NoSQL coming soon). Includes built-in tools for query execution, transaction management, schema exploration, query building, and performance analysis, with seamless Cursor integration for enhanced database workflows.
Databases/Vector/NoSQL
chroma-mcp
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities.
vikingdb-mcp-server
VikingDB integration with collection and index introduction, vector store and search capabilities.
mcp-server-qdrant
A Qdrant MCP server.
DeFi Data
kukapay/defi-yields-mcp
An MCP server for AI agents to explore DeFi yield opportunities.
Debugging & IDE Tools
claude-debugs-for-you
An MCP Server and VS Code Extension which enables (language agnostic) automatic debugging via breakpoints and expression evaluation.
lldb-mcp
A MCP server for LLDB enabling AI binary and core file analysis, debugging, disassembling.
Delivery
doordash-mcp-server
DoorDash Delivery (Unofficial) MCP server.
Demonstration/Utility
modelcontextprotocol/server-everything
MCP server that exercises all the features of the MCP protocol
DevOps & Gateway Management
higress-ops-mcp-server
MCP server that provides comprehensive tools for managing Higress gateway configurations and operations.
Developer Tools
emicklei/mcp-log-proxy
MCP server proxy that offers a Web UI to the full message flow
mrjoshuak/godoc-mcp
Token-efficient Go documentation server that provides AI assistants with smart access to package docs and types without reading entire source files
wong2/mcp-cli
CLI tool for testing MCP servers
zueai/mcp-manager
Simple Web UI to install and manage MCP servers for Claude Desktop App.
Developer Tools/Networking
ws-mcp
Wrap MCP servers with a WebSocket (for use with kitbitz)
Docker & Containers
docker-mcp
Docker container management and operations through MCP.
mcp-server-docker
Integrate with Docker to manage containers, images, volumes, and networks.
Document Conversion
mcp-pandoc
MCP server for seamless document format conversion using Pandoc, supporting Markdown, HTML, PDF, DOCX (.docx), csv and more.
Document Management
orellazi/coda-mcp
MCP server for Coda
HenryHaoson/Yuque-MCP-Server
A Model-Context-Protocol (MCP) server for integrating with Yuque API, allowing AI models to manage documents, interact with knowledge bases, search content, and access analytics data from the Yuque platform.
Documentation
docs-mcp-server
Provides up-to-date documentation context for a specific Rust crate to LLMs via an MCP tool, using semantic search (embeddings) and LLM summarization.
vercel-ai-docs-mcp
A Model Context Protocol (MCP) server that provides AI-powered search and querying capabilities for the Vercel AI SDK documentation.
Documentation/Notes
yuna0x0/hackmd-mcp
Allows AI models to interact with HackMD
E-commerce
Shopify/dev-mcp
Model Context Protocol (MCP) server that interacts with Shopify Dev.
ETF/Flow Data
kukapay/etf-flow-mcp
Delivering crypto ETF flow data to power AI agents' decision-making.
Education/Utility
kimtth/mcp-remote-call-ping-pong
An experimental and educational app for Ping-pong server demonstrating remote MCP (Model Context Protocol) calls
Embedded System
esp-mcp
Workflow for fixing build issues in ESP32 series chips using ESP-IDF.
modbus-mcp
An MCP server that standardizes and contextualizes industrial Modbus data.
opcua-mcp
An MCP server that connects to OPC UA-enabled industrial systems.
gnuradioMCP
An MCP server for GNU Radio that enables LLMs to autonomously create and modify RF .grc flowcharts.
End-to-End Testing
octomind-mcp
Lets your preferred AI agent create & run fully managed Octomind end-to-end tests from your codebase or other data sources like Jira, Slack or TestRail.
Error Tracking
bugsnag-mcp
An MCP server for interacting with Bugsnag
server-sentry
Sentry.io integration for error tracking and performance monitoring
Exchange Market Data & Trading
doggybee/mcp-server-ccxt
An MCP server for accessing real-time crypto market data and trading via 20+ exchanges using the CCXT library. Supports spot, futures, OHLCV, balances, orders, and more.
File Systems
llm-context.py
Share code context with LLMs via MCP or clipboard
mcp-file-merger
File merger tool, suitable for AI chat length limits.
filesystem@quarkiverse/quarkus-mcp-servers
A filesystem allowing for browsing and editing files implemented in Java using Quarkus. Available as jar or native image.
box-mcp-server
Box integration for listing, reading and searching files
mcp-everything-search
Fast Windows file search using Everything SDK
mcp-filesystem-server
Golang implementation for local file system access.
filestash
Remote Storage Access: SFTP, S3, FTP, SMB, NFS, WebDAV, GIT, FTPS, gcloud, azure blob, sharepoint, etc.
markitdown
MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.
server-filesystem
Direct local file system access.
server-google-drive
Google Drive integration for listing, reading, and searching files
mcp-server-opendal
Access any storage with Apache OpenDAL
Finance
zlinzzzz/finData-mcp-server
An MCP server for accessing professional financial data, supporting multiple data providers such as Tushare.
Finance & Fintech
web3-research-mcp
Deep Research for crypto - free & fully local
alchemy-mcp-server
Allow AI agents to interact with Alchemy's blockchain APIs.
octagon-mcp-server
Octagon AI Agents to integrate private and public market data
coinmarket-mcp-server
Coinmarket API integration to fetch cryptocurrency listings and quotes
metatrader-mcp-server
Enable AI LLMs to execute trades using MetaTrader 5 platform
armor-crypto-mcp
MCP to interface with multiple blockchains, staking, DeFi, swap, bridging, wallet management, DCA, Limit Orders, Coin Lookup, Tracking and more.
onchain-mcp
Bankless Onchain API to interact with smart contracts, query transaction and token information
base-mcp
Base Network integration for onchain tools, allowing interaction with Base Network and Coinbase API for wallet management, fund transfers, smart contracts, and DeFi operations
alpha-vantage-mcp
Alpha Vantage API integration to fetch both stock and crypto information
bicscan-mcp
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
mcp
Bitte Protocol integration to run AI Agents on several blockchains.
chargebee/mcp
MCP Server that connects AI agents to Chargebee platform.
codex-mcp
Codex API integration for real-time enriched blockchain and market data on 60+ networks
dexpaprika-mcp
Coinpaprika's DexPaprika MCP server exposes high-performance DexPaprika API covering 20+ chains and 5M+ tokens with real time pricing, liquidity pool data & historical OHLCV data, providing AI agents standardized access to comprehensive market data through Model Context Protocol.
Finance Management
minhyeoky/mcp-server-ledger
A ledger-cli integration for managing financial transactions and generating reports.
Financial Market Data
polygon-io/mcp_polygon
An MCP server that provides access to Polygon.io financial market data APIs for stocks, indices, forex, options, and more.
Fitness/Exercise
kw510/strava-mcp
An MCP server for Strava, an app for tracking physical exercise
Framework
FastMCP (Python)
A high-level framework for building MCP servers in Python
FastMCP (TypeScript)
A high-level framework for building MCP servers in TypeScript
Funding Rates
kukapay/funding-rates-mcp
Providing real-time funding rate data across major crypto exchanges.
GUI Automation
Mtehabsim/ScreenPilot
Enables AI to fully control and access GUI interactions by providing tools for mouse and keyboard, ideal for general automation, education, and experimentation.
Gaming
IvanMurzak/Unity-MCP
MCP Server for Unity Editor and for a game made with Unity
CoderGamester/mcp-unity
MCP Server for Unity3d Game Engine integration for game development
Coding-Solo/godot-mcp
A MCP server for interacting with the Godot game engine, providing tools for editing, running, debugging, and managing scenes in Godot projects.
opgginc/opgg-mcp
Access real-time gaming data across popular titles like League of Legends, TFT, and Valorant, offering champion analytics, esports schedules, meta compositions, and character statistics.
stefan-xyz/mcp-server-runescape
An MCP server with tools for interacting with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices, player hiscores, and more.
Gaming / Chess
pab1ito/chess-mcp
Access Chess.com player data, game records, and other public information through standardized MCP interfaces, allowing AI assistants to search and analyze chess information.
jiayao/mcp-chess
A MCP server playing chess against LLMs.
Gaming / Sports
rishijatia/fantasy-pl-mcp
An MCP server for real-time Fantasy Premier League data and analysis tools.
Genealogy/Data
reeeeemo/ancestry-mcp
Allows the AI to read .ged files and genetic data
General MCP Servers
omni-mcp/isaac-sim-mcp
A MCP Server and an extension enables natural language control of NVIDIA Isaac Sim, Lab, OpenUSD and etc.
8enSmith/mcp-open-library
A MCP server for the Open Library API that enables AI assistants to search for book information.
PatrickPalmer/MayaMCP
MCP server for Autodesk Maya
cantian-ai/bazi-mcp
Provides comprehensive and accurate Bazi (Chinese Astrology) charting and analysis
General/Open Data
CP/OpenDataMCP
Connect any Open Data to any LLM with Model Context Protocol.
GitHub Documentation
git-mcp
gitmcp.io is a generic remote MCP server to connect to ANY GitHub repository or project for documentation
GitHub Repo Browsing
github-repo-mcp
GitHub Repo MCP allow your AI assistants browse GitHub repositories, explore directories, and view file contents.
Go Documentation
godoc-mcp-server
Query Go package information on pkg.go.dev
GraphQL/API Tooling
UnitVectorY-Labs/mcp-graphql-forge
A lightweight, configuration-driven MCP server that exposes curated GraphQL queries as modular tools, enabling intentional API interactions from your agents.
GraphQL/Tooling
fotoetienne/gqai
Define tools using regular GraphQL queries/mutations and gqai automatically generates an MCP server for you.
Health/Wellness
tomekkorbak/oura-mcp-server
An MCP server for Oura, an app for tracking sleep
Healthcare/DICOM
dicom-mcp
DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.
Home Automation
allenporter/mcp-server-home-assistant
Expose all Home Assistant voice intents through a Model Context Protocol Server allowing home control.
tevonsb/homeassistant-mcp
Access Home Assistant data and control devices (lights, switches, thermostats, etc).
Human-in-the-Loop
olalonde/mcp-human
When your LLM needs human assistance (through AWS Mechanical Turk)
Human-in-the-loop Tools
user-feedback-mcp
Simple MCP Server to enable a human-in-the-loop workflow in tools like Cline and Cursor.
IDEs
mcpProxy
Connect to JetBrains IDE.
xcode-mcp-server
Xcode integration for project management, file operations, and build automation
BifrostMCP
Connect to VSCode ide and use semantic tools like `find_usages`
Image Generation
Amazon Bedrock Nova Canvas
Use Amazon Nova Canvas model for image generation.
apinetwork/piapi-mcp-server
PiAPI MCP server makes user able to generate media content with Midjourney/Flux/Kling/Hunyuan/Udio/Trellis directly from Claude or any other MCP-compatible apps.
awkoy/replicate-flux-mcp
Provides the ability to generate images via Replicate's API.
Image Processing
mcp-image-compression
MCP server for local compression of various image formats.
Incident Management
Rootly-MCP-server
MCP server for the incident management platform Rootly.
Industry AI Assistant
Wuye-AI/mcp-server-wuye-ai
An MCP server that interacts with capabilities of the CRIC Wuye AI platform, an intelligent assistant specifically for the property management industry.
Installer/Utility
anaisbetts/mcp-installer
An MCP server that installs other MCP servers for you.
Integration/Routing
wanaku-ai/wanaku
The Wanaku MCP Router is a SSE-based MCP server that provides an extensible routing engine that allows integrating your enterprise systems with AI agents.
JVM & Java Tools
jvm-mcp-server
An implementation project of a JVM-based MCP (Model Context Protocol) server.
Jupyter Integration
jupyter-mcp-server
Model Context Protocol (MCP) Server for Jupyter.
jupyter-notebook-mcp
Connects Jupyter Notebook to Claude AI, allowing Claude to directly interact with and control Jupyter Notebooks.
Knowledge & Memory
CheMiguel23/MemoryMesh
Enhanced graph-based memory with a focus on AI role-play and story generation
graphlit-mcp-server
Ingest anything from Slack, Discord, websites, Google Drive, Linear or GitHub into a Graphlit project - and then search and retrieve relevant knowledge within an MCP client like Cursor, Windsurf or Cline.
hannesrudolph/mcp-ragdocs
An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context
jinzcdev/markmap-mcp-server
An MCP server built on markmap that converts Markdown to interactive mind maps. Supports multi-format exports (PNG/JPG/SVG), live browser preview, one-click Markdown copy, and dynamic visualization features.
kaliaboi/mcp-zotero
A connector for LLMs to work with collections and sources on your Zotero Cloud
mcp-summarizer
AI Summarization MCP Server, Support for multiple content types: Plain text, Web pages, PDF documents, EPUB books, HTML content
mem0ai/mem0-mcp
A Model Context Protocol server for Mem0 that helps manage coding preferences and patterns, providing tools for storing, retrieving and semantically handling code implementations, best practices and technical documentation in IDEs like Cursor and Windsurf
modelcontextprotocol/server-memory
Knowledge graph-based persistent memory system for maintaining context
pinecone-io/assistant-mcp
Connects to your Pinecone Assistant and gives the agent context from its knowledge engine.
@ragieai/mcp-server
Retrieve context from your Ragie knowledge base connected to integrations like Google Drive, Notion, JIRA and more.
topoteretes/cognee
Memory manager for AI apps and Agents using various graph and vector stores and allowing ingestion from 30+ data sources
unibaseio/membase-mcp
Save and query your agent memory in distributed way by Membase
GistPad-MCP
Use GitHub Gists to manage and access your personal knowledge, daily notes, and reusable prompts. This acts as a companion to gistpad.dev and the GistPad VS Code extension.
entanglr/zettelkasten-mcp
A Model Context Protocol (MCP) server that implements the Zettelkasten knowledge management methodology, allowing you to create, link, and search atomic notes through Claude and other MCP-compatible clients.
Knowledge Base
kukapay/crypto-whitepapers-mcp
Serving as a structured knowledge base of crypto whitepapers.
kj455/mcp-kibela
Allows AI models to interact with Kibela
kiwamizamurai/mcp-kibela-server
Powerfully interact with Kibela API.
Knowledge/Wikipedia
future-audiences/wikimedia-enterprise-model-context-protocol
Wikipedia Article lookup API
Kubernetes & Monitoring
metoro-mcp-server
Query and interact with kubernetes environments monitored by Metoro
LLM Enhancement
pollinations/chucknorris-mcp
Specialized LLM enhancement prompts and jailbreaks with dynamic schema adaptation.
LLM Workflow/Interaction
ttommyth/interactive-mcp
Enables interactive LLM workflows by adding local user prompts and chat capabilities directly into the MCP loop.
LLM/Chat Integrations
amidabuddha/unichat-mcp-server
Send requests to OpenAI, MistralAI, Anthropic, xAI, Google AI or DeepSeek using MCP protocol via tool or predefined prompts. Vendor API key required
andybrandt/mcp-simple-openai-assistant
MCP to talk to OpenAI assistants (Claude can use any GPT model as his assitant)
billster45/mcp-chatgpt-responses
MCP server for Claude to talk to ChatGPT and use its web search capability.
Language Servers
mcp-gopls
A MCP server for interacting with Go's Language Server Protocol (gopls) and benefit from advanced Go code analysis features.
mcp-language-server
MCP Language Server helps MCP enabled clients navigate codebases more easily by giving them access to semantic tools like get definition, references, rename, and diagnostics.
Learning/Memory
rember/rember-mcp
Create spaced repetition flashcards in Rember to remember anything you learn in your chats.
Location Services
briandconnelly/mcp-server-ipinfo
IP address geolocation and network information using IPInfo API
devilcoder01/weather-mcp-server
Access real-time weather data for any location using the WeatherAPI.com API, providing detailed forecasts and current conditions.
jagan-shanmugam/open-streetmap-mcp
An OpenStreetMap MCP server with location-based services and geospatial data.
kukapay/nearby-search-mcp
An MCP server for nearby place searches with IP-based location detection.
modelcontextprotocol/server-google-maps
Google Maps integration for location services, routing, and place details
QGIS MCP
connects QGIS Desktop to Claude AI through the MCP. This integration enables prompt-assisted project creation, layer loading, code execution, and more.
SaintDoresh/Weather-MCP-ClaudeDesktop
An MCP tool that provides real-time weather data, forecasts, and historical weather information using the OpenWeatherMap API.
rossshannon/Weekly-Weather-mcp
Weekly Weather MCP server which returns 7 full days of detailed weather forecasts anywhere in the world.
SecretiveShell/MCP-timeserver
Access the time in any timezone and get the current local time
TimLukaHorstmann/mcp-weather
Accurate weather forecasts via the AccuWeather API (free tier available).
webcoderz/MCP-Geo
Geocoding MCP server for nominatim, ArcGIS, Bing
ipfind/ipfind-mcp-server
IP Address location service using the IP Find API
mahdin75/geoserver-mcp
A Model Context Protocol (MCP) server implementation that connects LLMs to the GeoServer REST API, enabling AI assistants to interact with geospatial data and services.
MCP Middleware & Orchestration
mcp-server-multiverse
A middleware server that enables multiple isolated instances of the same MCP servers to coexist independently with unique namespaces and configurations.
MLOps/LLMOps
mcp-zenml
An MCP server to connect with your ZenML MLOps and LLMOps pipelines
Marketing
gomarble-ai/facebook-ads-mcp-server
MCP server acting as an interface to the Facebook Ads, enabling programmatic access to Facebook Ads data and management features.
open-strategy-partners/osp_marketing_tools
A suite of marketing tools from Open Strategy Partners including writing style, editing codes, and product marketing value map creation.
nictuku/meta-ads-mcp
Enables AI agents to monitor and optimize Meta ad performance, analyze campaign metrics, adjust audience targeting, manage creative assets, and make data-driven recommendations for ad spend and campaign settings through seamless Graph API integration.
Math/Calculation
pwh-pwh/cal-mcp
An MCP server for Mathematical expression calculation
Mathematics/Data
SecretiveShell/MCP-wolfram-alpha
An MCP server for querying wolfram alpha API.
Media Search
magarcia/mcp-server-giphy
Search and retrieve GIFs from Giphy's vast library through the Giphy API.
Media/Social
Seym0n/tiktok-mcp
Interact with TikTok videos
Media/YouTube
Klavis-AI/YouTube
Extract and convert YouTube video information.
Messaging/Queues
kenliao94/mcp-server-rabbitmq
Enable interaction (admin operation, message enqueue/dequeue) with RabbitMQ
Messaging/Streaming
mcp-confluent
Confluent integration to interact with Confluent Kafka and Confluent Cloud REST APIs.
mcp-timeplus
MCP server for Apache Kafka and Timeplus. Able to list Kafka topics, poll Kafka messages, save Kafka data locally and query streaming data with SQL via Timeplus.
Mindmap
🐍 🏠
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
Mobile Device Automation
droidmind
Control Android devices with AI through MCP, enabling device control, debugging, system analysis, and UI automation with a comprehensive security framework.
HarmonyOS-mcp-server
Control HarmonyOS-next devices with AI through MCP. Support device control and UI automation.
ios-simulator-mcp
A Model Context Protocol (MCP) server for interacting with iOS simulators. This server allows you to interact with iOS simulators by getting information about them, controlling UI interactions, and inspecting UI elements.
mcp-server-simulator-ios-idb
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators (iPhone, iPad, etc.) through natural language commands.
simulator-mcp-server
An MCP server to control iOS Simulators
mobile-mcp
MCP Server for Android/iOS application and device automation, development and app scraping. Simulator/Emulator/Physical devices like iPhone, Google Pixel, Samsung supported.
Model Integration
evalstate/mcp-hfspace
Use HuggingFace Spaces directly from Claude. Use Open Source Image Generation, Chat, Vision tasks and more. Supports Image, Audio and text uploads/downloads.
mzxrai/mcp-openai
Chat with OpenAI's smartest models.
pierrebrunelle/mcp-server-openai
Query OpenAI models directly from Claude using MCP protocol
pyroprompts/any-chat-completions-mcp
Chat with any other OpenAI SDK Compatible Chat Completions API, like Perplexity, Groq, xAI and more
tanigami/mcp-server-perplexity
Interacting with Perplexity API.
Monitoring
grafana/mcp-grafana
Search dashboards, investigate incidents and query datasources in your Grafana instance
tumf/grafana-loki-mcp
An MCP server that allows querying Loki logs through the Grafana API.
hyperb1iss/lucidity-mcp
Enhance AI-generated code quality through intelligent, prompt-based analysis across 10 critical dimensions from complexity to security vulnerabilities
last9/last9-mcp-server
Seamlessly bring real-time production context—logs, metrics, and traces—into your local environment to auto-fix code faster
metoro-io/metoro-mcp-server
Query and interact with kubernetes environments monitored by Metoro
MindscapeHQ/server-raygun
Raygun API V3 integration for crash reporting and real user monitoring
modelcontextprotocol/server-sentry
Sentry.io integration for error tracking and performance monitoring
pydantic/logfire-mcp
Provides access to OpenTelemetry traces and metrics through Logfire
seekrays/mcp-monitor
A (incomplete description due to cutoff - potentially monitoring server)
mcp-monitor
A system monitoring tool that exposes system metrics via the Model Context Protocol (MCP). This tool allows LLMs to retrieve real-time system information through an MCP-compatible interface.(support CPU、Memory、Disk、Network、Host、Process)
Monitoring/Observability
prometheus-mcp-server
Query and analyze Prometheus, open-source monitoring system.
Multimedia Process
ffmpeg-mcp
Using ffmpeg command line to achieve an mcp server, can be very convenient, through the dialogue to achieve the local video search, tailoring, stitching, playback and other functions
exif-mcp
A MCP server that allows one to examine image metadata like EXIF, XMP, JFIF and GPS. This provides foundation for LLM-powered search and analysis of photo librares and image collections.
Network Asset Information
zoomeye-ai/mcp_zoomeye
Querying network asset information by ZoomEye MCP Server.
News Aggregation
kukapay/blockbeats-mcp
An MCP server that delivers blockchain news and in-depth articles from BlockBeats for AI agents.
kukapay/cointelegraph-mcp
Providing real-time access to the latest news from Cointelegraph.
kukapay/crypto-news-mcp
An MCP server that provides real-time cryptocurrency news sourced from NewsData for AI agents.
kukapay/crypto-rss-mcp
An MCP server that aggregates real-time cryptocurrency news from multiple RSS feeds.
kukapay/cryptopanic-mcp-server
Providing latest cryptocurrency news to AI agents, powered by CryptoPanic.
News/Data
pskill9/hn-server
Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs).
NixOS & System Management
mcp-nixos
MCP server providing accurate information about NixOS packages, system options, Home Manager configurations, and nix-darwin macOS settings to prevent AI hallucinations.
Note-taking
MarkusPfundstein/mcp-obsidian
Interacting with Obsidian via REST API.
suekou/mcp-notion-server
Interacting with Notion API
Notes & Productivity
akseyh/bear-mcp-server
Allows the AI to read from your Bear Notes (macOS only)
bart6114/my-bear-mcp-server
Allows to read notes and tags for the Bear Note taking app, through a direct integration with Bear's sqlitedb.
Notes/Data
sirmews/apple-notes-mcp
Allows the AI to read from your local Apple Notes database (macOS only)
Notes/Google Integrations
feuerdev/keep-mcp
Read, create, update and delete Google Keep notes.
Notes/Markdown
calclavia/mcp-obsidian
This is a connector to allow Claude Desktop (or any MCP client) to read and search any directory containing Markdown notes (such as an Obsidian vault).
Notes/Productivity
danhilse/notion_mcp
Integrates with Notion's API to manage personal todo lists
Observability & Telemetry
logfire-mcp
Provides access to OpenTelemetry traces and metrics through Logfire
On-Chain Data
kukapay/chainlink-feeds-mcp
Providing real-time access to Chainlink's decentralized on-chain price feeds.
On-Chain Market Data
janswist/mcp-dexscreener
Real-time on-chain market prices using open and free Dexscreener API.
PDF/Document
danielkennedy1/pdf-tools-mcp
PDF download, view & manipulation utilities.
Package Versioning
mcp-package-version
An MCP Server to help LLMs suggest the latest stable package versions when writing code.
Performance Testing
jmeter-mcp-server
JMeter MCP Server for performance testing.
k6-mcp-server
Grafana k6 MCP Server for performance testing
locust-mcp-server
Locust MCP Server for performance testing
Portfolio Management
kukapay/crypto-portfolio-mcp
An MCP server for tracking and managing cryptocurrency portfolio allocations.
Productivity/Notes
Badhansen/notion-mcp
A Model Context Protocol (MCP) server that integrates with Notion's API to manage personal todo lists efficiently.
Harry-027/JotDown
An MCP server to create/update pages in Notion app & auto generate mdBooks from structured content.
Project Management
baba786/phabricator-mcp-server
Interacting with Phabricator API
EKibort/wrike-mcp-server
A lightweight implementation of a Wrike MCP server for interacting with Wrike tasks via public API.
kelvin6365/plane-mcp-server
This MCP Server will help you to manage projects and issues through Plane's API
KS-GEN-AI/jira-mcp-server
Read jira data via JQL and api and execute requests to create and edit tickets.
roychri/mcp-server-asana
This Model Context Protocol server implementation of Asana allows you to talk to Asana API from MCP Client such as Anthropic's Claude Desktop Application, and many more.
tacticlaunch/mcp-linear
Integrates with Linear project management system
Prompt Management
mcp-server-langfuse
MCP server to access and manage LLM application prompts created with Langfuse Prompt Management.
Reasoning Tools
Rai220/think-mcp
Enhances any agent's reasoning capabilities by integrating the think-tools, as described in Anthropic's article.
Risk Analysis
kukapay/rug-check-mcp
An MCP server that detects potential risks in Solana meme tokens.
Robotics/Control
ros-mcp-server
The ROS MCP Server supports robot control by converting user-issued natural language commands into ROS or ROS2 control commands.
Screen/Audio Capture
mediar-ai/screenpipe
Local-first system capturing screen/audio with timestamped indexing, SQL/embedding storage, semantic search, LLM-powered history analysis, and event-triggered actions - enables building context-aware AI agents through a NextJS plugin ecosystem.
Search & Data Extraction
mcp-wolframalpha
An MCP server lets AI assistants use the Wolfram Alpha API for real-time access to computational knowledge and data.
scrapeless-mcp-server
The Scrapeless Model Context Protocol service acts as an MCP server connector to the Google SERP API, enabling web search within the MCP ecosystem without leaving it.
job-searchoor
An MCP server for searching job listings with filters for date, keywords, remote work options, and more.
mcp-servers-kagi
Kagi search API integration
mcp-simple-arxiv
MCP for LLM to search and read papers from arXiv
mcp-paperswithcode
MCP to search through PapersWithCode API
mcp-simple-pubmed
MCP to search and read medical / life sciences papers from PubMed.
nyt
Search articles using the NYTimes API
mcp-server-rag-web-browser
An MCP server for Apify's open-source RAG Web Browser Actor to perform web searches, scrape URLs, and return content in Markdown.
Clojars-MCP-Server
Clojars MCP Server for upto date dependency information of Clojure libraries
arxiv-mcp-server
Search ArXiv research papers
brightdata-mcp
Discover, extract, and interact with the web - one interface powering automated access across the public internet.
google-news-mcp-server
Google News integration with automatic topic categorization, multi-language support, and comprehensive search capabilities including headlines, stories, and related topics through SerpAPI.
openai-websearch-mcp
This is a Python-based MCP server that provides OpenAI `web_search` build-in tool.
mcp-server
MCP Server for DealX platform
trieve
Crawl, embed, chunk, search, and retrieve information from datasets through Trieve
mcp-server-dumplingai
Access data, web scraping, and document conversion APIs by Dumpling AI.
mcp-hn
An MCP server to search Hacker News, get top stories, and more.
exa-mcp-server
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
search1api-mcp
Search via search1api (requires paid API key)
biomcp
Biomedical research server providing access to PubMed, ClinicalTrials.gov, and MyVariant.info.
unsplash-mcp-server
A MCP server for Unsplash image search.
MCP-SearXNG
A Model Context Protocol Server for SearXNG
naver-search-mcp
MCP server for Naver Search API integration, supporting blog, news, shopping search and DataLab analytics features.
fetcher-mcp
MCP server for fetching web page content using Playwright headless browser, supporting Javascript rendering and intelligent content extraction, and outputting Markdown or HTML format.
g-search-mcp
A powerful MCP server for Google search that enables parallel searching with multiple keywords simultaneously.
bing-search-mcp
Web search capabilities using Microsoft Bing Search API
kagimcp
Official Kagi Search MCP Server
mcp-tavily
Tavily AI search API
brave-search-mcp
Web, Image, News, Video, and Local Point of Interest search capabilities using Brave's Search API
melrose-mcp
Plays Melrōse music expressions as MIDI
server-brave-search
Web search capabilities using Brave's Search API
server-fetch
Efficient web content fetching and processing for AI consumption
mcp-webresearch
Search Google and do deep web research on any topic
duckduckgo-mcp-server (nickclyde)
Web search using DuckDuckGo
opentk-mcp
Access Dutch Parliament (Tweede Kamer) information including documents, debates, activities, and legislative cases through structured search capabilities (based on opentk project by Bert Hubert)
mcp-server-deep-research
MCP server providing OpenAI/Perplexity-like autonomous deep research, structured query elaboration, and concise reporting.
MCP-searxng (SecretiveShell)
An MCP Server to connect to searXNG instances
arxiv-latex-mcp
Get the LaTeX source of arXiv papers to handle mathematical content and equations
GeekNews-MCP-Server
An MCP Server that retrieves and processes news data from the GeekNews site.
agentql-mcp
MCP server that provides AgentQL's data extraction capabilities.
mcp-server-tavily
Tavily AI search API
vectorize-mcp-server
Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.
webscraping-ai-mcp-server
Interact with WebScraping.ai for web data extraction and scraping.
duckduckgo-mcp-server (zhsama)
This is a TypeScript-based MCP server that provides DuckDuckGo search functionality.
mcp_zoomeye
Querying network asset information by ZoomEye MCP Server
baseline-mcp-server
MCP server that searches Baseline status using Web Platform API
biothings-mcp
MCP server to interact with BioThings API, including genes, genetic variants, drugs, and taxonomic information
Security
GhidraMCP
LaurieWired/GhidraMCP
A Model Context Protocol server for Ghidra that enables LLMs to autonomously reverse engineer applications. Provides tools for decompiling binaries, renaming methods and data, and listing methods, classes, imports, and exports.
dkvdm/onepassword-mcp-server
An MCP server that enables secure credential retrieval from 1Password to be used by Agentic AI.
firstorderai/authenticator_mcp
A secure MCP (Model Context Protocol) server that enables AI agents to interact with the Authenticator App.
13bm/GhidraMCP
MCP server for integrating Ghidra with AI assistants. This plugin enables binary analysis, providing tools for function inspection, decompilation, memory exploration, and import/export analysis via the Model Context Protocol.
atomicchonk/roadrecon_mcp_server
MCP server for analyzing ROADrecon gather results from Azure tenant enumeration.
BurtTheCoder/mcp-dnstwist
MCP server for dnstwist, a powerful DNS fuzzing tool that helps detect typosquatting, phishing, and corporate espionage.
BurtTheCoder/mcp-maigret
MCP server for maigret, a powerful OSINT tool that collects user account information from various public sources. This server provides tools for searching usernames across social networks and analyzing URLs.
BurtTheCoder/mcp-shodan
MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.
BurtTheCoder/mcp-virustotal
MCP server for querying the VirusTotal API. This server provides tools for scanning URLs, analyzing file hashes, and retrieving IP address reports.
fosdickio/binary_ninja_mcp
A Binary Ninja plugin, MCP server, and bridge that seamlessly integrates Binary Ninja with your favorite MCP client. It enables you to automate the process of performing binary analysis and reverse engineering.
fr0gger/MCP_Security
MCP server for querying the ORKL API. This server provides tools for fetching threat reports, analyzing threat actors, and retrieving intelligence sources.
jyjune/mcp_vms
A Model Context Protocol (MCP) server designed to connect to a CCTV recording program (VMS) to retrieve recorded and live video streams. It also provides tools to control the VMS software, such as showing live or playback dialogs for specific channels at specified times.
qianniuspace/mcp-security-audit
A powerful MCP (Model Context Protocol) Server that audits npm package dependencies for security vulnerabilities. Built with remote npm registry integration for real-time security checks.
semgrep/mcp
Allow AI agents to scan code for security vulnerabilites using Semgrep.
slouchd/cyberchef-api-mcp-server
MCP server for interacting with the CyberChef server API which will allow an MCP client to utilise the CyberChef operations.
mrexodia/ida-pro-mcp
MCP server for IDA Pro, allowing you to perform binary analysis with AI assistants. This plugin implements decompilation, disassembly and allows you to generate malware analysis reports automatically.
rad-security/mcp-server
MCP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.
securityfortech/secops-mcp
All-in-one security testing toolbox that brings together popular open source tools through a single MCP interface. Connected to an AI agent, it enables tasks like pentesting, bug bounty hunting, threat hunting, and more.
roadwy/cve-search_mcp
A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product, get CVE per CVE-ID, get the last updated CVEs.
nickpending/mcp-recon
Conversational recon interface and MCP server powered by httpx and asnmap. Supports various reconnaissance levels for domain analysis, security header inspection, certificate analysis, and ASN lookup.
Gaffx/volatility-mcp
MCP server for Volatility 3.x, allowing you to perform memory forensics analysis with AI assistant. Experience memory forensics without barriers as plugins like pslist and netscan become accessible through clean REST APIs and LLMs.
co-browser/attestable-mcp-server
An MCP server running inside a trusted execution environment (TEE) via Gramine, showcasing remote attestation using RA-TLS. This allows an MCP client to verify the server before connecting.
zinja-coder/jadx-ai-mcp
JADX-AI-MCP is a plugin and MCP Server for the JADX decompiler that integrates directly with Model Context Protocol (MCP) to provide live reverse engineering support with LLMs like Claude.
zinja-coder/apktool-mcp-server
APKTool MCP Server is a MCP server for the Apk Tool to provide automation in reverse engineering of Android APKs.
Sentiment Analysis
kukapay/crypto-sentiment-mcp
An MCP server that delivers cryptocurrency sentiment analysis to AI agents.
Sentiment Indicators
kukapay/crypto-feargreed-mcp
Providing real-time and historical Crypto Fear & Greed Index data.
Social & Sentiment Analysis
ferdousbhai/wsb-analyst-mcp
Reddit integration to analyze content on WallStreetBets community
Social Media
kunallunia/twitter-mcp
All-in-one Twitter management solution providing timeline access, user tweet retrieval, hashtag monitoring, conversation analysis, direct messaging, sentiment analysis of a post, and complete post lifecycle control - all through a streamlined API.
Social Media Analytics
kukapay/twitter-username-changes-mcp
An MCP server that tracks the historical changes of Twitter usernames.
Solana Data
wowinter13/solscan-mcp
An MCP tool for querying Solana transactions using natural language with Solscan API.
Source Code Analysis
gitingest-mcp
A MCP server that uses gitingest to convert any Git repository into a simple text digest of its codebase.
Speech/Utility
j3k0/speech.sh
Let the agent speak things out loud, notify you when he's done working with a quick summary
Sports
mikechao/balldontlie-mcp
MCP server that integrates balldontlie api to provide information about players, teams and games for the NBA, NFL and MLB.
r-huijts/firstcycling-mcp
Access cycling race data, results, and statistics through natural language. Features include retrieving start lists, race results, and rider information from firstcycling.com.
r-huijts/strava-mcp
A Model Context Protocol (MCP) server that connects to Strava API, providing tools to access Strava data through LLMs.
willvelida/mcp-afl-server
MCP server that integrates with the Squiggle API to provide information on Australian Football League teams, ladder standings, results, tips, and power rankings.
Spreadsheet & Data Tools
excel-mcp-server
An Excel manipulation server providing workbook creation, data operations, formatting, and advanced features (charts, pivot tables, formulae).
Stock Market Data
ferdousbhai/investor-agent
Yahoo Finance integration to fetch stock market data including options recommendations
narumiruna/yfinance-mcp
An MCP server that uses yfinance to obtain information from Yahoo Finance.
tooyipjee/yahoofinance-mcp
TS version of yahoo finance mcp.
SaintDoresh/YFinance-Trader-MCP-ClaudeDesktop
An MCP tool that provides stock market data and analysis using the Yahoo Finance API.
Stock Market Data & Trading
longportapp/openapi
LongPort OpenAPI provides real-time stock market data, provides AI access analysis and trading capabilities through MCP.
Stock Market Data (China)
HuggingAGI/mcp-baostock-server
MCP server based on baostock, providing access and analysis capabilities for Chinese stock market data.
Stock and Crypto Trading
laukikk/alpaca-mcp
An MCP Server for the Alpaca trading API to manage stock and crypto portfolios, place trades, and access market data.
Support & Service Management
effytech/freshdesk-mcp
MCP server that integrates with Freshdesk, enabling AI models to interact with Freshdesk modules and perform various support operations.
nguyenvanduocit/jira-mcp
A Go-based MCP connector for Jira that enables AI assistants like Claude to interact with Atlassian Jira. This tool provides a seamless interface for AI models to perform common Jira operations including issue management, sprint planning, and workflow transitions.
sooperset/mcp-atlassian
MCP server for Atlassian products (Confluence and Jira). Supports Confluence Cloud, Jira Cloud, and Jira Server/Data Center. Provides comprehensive tools for searching, reading, creating, and managing content across Atlassian workspaces.
System Automation
NakaokaRei/swift-mcp-gui
MCP server that can execute commands such as keyboard input and mouse movement
System Automation/Shell
rusiaaman/wcgw
Autonomous shell execution, computer control and coding agent. (Mac)
Task Management
mcp-shrimp-task-manager
A programming-focused task management system that boosts coding agents like Cursor AI with advanced task memory, self-reflection, and dependency management.
awwaiid/mcp-server-taskwarrior
An MCP server for basic local taskwarrior usage (add, update, remove tasks)
ekkyarmandi/ticktick-mcp
TickTick MCP server that integrates with TickTick's API to manage personal todo projects and the tasks.
Testing/CLI
chrishayuk/mcp-cli
Yet another CLI tool for testing MCP servers
Text Editors & File Tools
mcp-text-editor
A line-oriented text file editor. Optimized for LLM tools with efficient partial file access to minimize token usage.
Text-to-Speech
Kokoro TTS MCP
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speech. Can convert text to MP3 on a local driver or auto-upload to an S3 bucket.
Time/Date Utilities
ZeparHyfar/mcp-datetime
MCP server providing date and time functions in various formats
Token Swaps
kukapay/jupiter-mcp
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
Token Tools
kukapay/token-minter-mcp
An MCP server providing tools for AI agents to mint ERC-20 tokens across multiple blockchains.
kukapay/token-revoke-mcp
An MCP server for checking and revoking ERC-20 token allowances across multiple blockchains.
Trading
ferdousbhai/tasty-agent
Tastyworks API integration to handle trading activities on Tastytrade
Trading Automation
kukapay/freqtrade-mcp
An MCP server that integrates with the Freqtrade cryptocurrency trading bot.
Trading Indicators
kukapay/crypto-indicators-mcp
An MCP server providing a range of cryptocurrency technical analysis indicators and strategies.
Translation Services
translated/lara-mcp
MCP Server for Lara Translate API, enabling powerful translation capabilities with support for language detection and context-aware translations.
Travel & Transportation
Airbnb MCP Server
Provides tools to search Airbnb and get listing details.
KyrieTangSheng/mcp-server-nationalparks
National Park Service API integration providing latest information of park details, alerts, visitor centers, campgrounds, and events for U.S. National Parks.
NS Travel Information MCP Server
Access Dutch Railways (NS) travel information, schedules, and real-time updates.
pab1it0/tripadvisor-mcp
A MCP server that enables LLMs to interact with Tripadvisor API, supporting location data, reviews, and photos through standardized MCP interfaces.
Trending Tokens
kukapay/crypto-trending-mcp
Tracking the latest trending tokens on CoinGecko.
TypeScript Tooling
mcp-typescribe
MCP server that provides Typescript API information efficiently to the agent to enable it to work with untrained APIs
UI/Graphics
quarkiverse/mcp-server-jfx
Draw on JavaFX canvas.
User Profiles/CDP
inoyu-mcp-unomi-server
An MCP server to access and update profiles on an Apache Unomi CDP server.
Utility/General
nguyenvanduocit/all-in-one-model-context-protocol
Some useful tools for developer, almost everything an engineer need: confluence, Jira, Youtube, run script, knowledge base RAG, fetch URL, Manage youtube channel, emails, calendar, gitlab
Utility/Network
dotemacs/domain-lookup-mcp
Domain name lookup service, first via RDAP and then as a fallback via WHOIS
Utility/Time
andybrandt/mcp-simple-timeserver
An MCP server that allows checking local time on the client machine or current UTC time from an NTP server
Utility/macOS
joshuarileydev/mac-apps-launcher-mcp-server
An MCP server to list and launch applications on MacOS
Version Control
adhikasp/mcp-git-ingest
Read and analyze GitHub repositories with your LLM.
ddukbg/github-enterprise-mcp
(No description provided)
gitea/gitea-mcp
Interactive with Gitea instances with MCP.
github/github-mcp-server
Official GitHub server for integration with repository management, PRs, issues, and more.
kopfrechner/gitlab-mr-mcp
Interact seamlessly with issues and merge requests of your GitLab projects.
modelcontextprotocol/server-git
Direct Git repository operations including reading, searching, and analyzing local repositories
modelcontextprotocol/server-gitlab
GitLab platform integration for project management and CI/CD operations
oschina/mcp-gitee
Gitee API integration, repository, issue, and pull request management, and more.
Tiberriver256/mcp-server-azure-devops
Azure DevOps integration for repository management, work items, and pipelines.
Video & Media
anaisbetts/mcp-youtube
Fetch YouTube subtitles
Visualization
isaacwasserman/mcp-vegalite-server
Generate visualizations from fetched data using the VegaLite format and renderer.
Visualization Tools
mindmap-mcp-server
A Model Context Protocol (MCP) server for generating a beautiful interactive mindmap.
Visualization/Charts
mcp-server-chart
A Model Context Protocol server for generating visual charts using AntV.
Weather
louiscklaw/hko-mcp
MCP server with basic demonstration of getting weather from Hong Kong Observatory
Web Deployment & Edge
edgeone-pages-mcp
An MCP service for deploying HTML content to EdgeOne Pages and obtaining a publicly accessible URL.
Web Scraping & Automation
apify/actors-mcp-server
Use 3,000+ pre-built cloud tools, known as Actors, to extract data from websites, e-commerce, social media, search engines, maps, and more
Web Tools & Scraping
website-downloader
This MCP server provides a tool to download entire websites using wget. It preserves the website structure and converts links to work locally.
Web3 AI & Blockchain Analytics
heurist-network/heurist-mesh-mcp-server
Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
Webhook Testing
webhook-tester-mcp
A FastMCP-based server for interacting with webhook-test.com. Enables users to create, retrieve, and delete webhooks locally using Claude.
Whale Tracking
kukapay/whale-tracker-mcp
A mcp server for tracking cryptocurrency whale transactions.
Whiteboards
evalstate/mcp-miro
Access MIRO whiteboards, bulk create and read items. Requires OAUTH key for REST API.
k-jarzyna/mcp-miro
Miro MCP server, exposing all functionalities available in official Miro SDK
Workflow & Orchestration
mcp-server-apache-airflow
MCP server that connects to Apache Airflow using official client.
Workflow Automation
gotoolkits/DifyWorkflow
Tools to the query and execute of Dify workflows
integromat/make-mcp-server
Turn your Make scenarios into callable tools for AI assistants.
Workspace/Documentation
KS-GEN-AI/confluence-mcp-server
Get Confluence data via CQL and read pages.