What is an MCP server?
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
apifyforge
Drug pipeline competitive intelligence for pharmaceutical companies, biotech investors, and medical affairs teams starts here. This MCP server orchestrates **7 live data sources** — ClinicalTrials.gov, FDA, EMA, USPTO, and PubMed — to produce a composite **Pipeline Threat Score (
kumartheashwani
PayPal-Java-MCP Server
V0v1kkk
A Model Context Protocol (MCP) server that provides detailed type information from .NET projects for AI coding agents.
WaelDataReply
A quickstart to test MCP blog analyzer client and a webpage visitor server
aliforever
shellproxy is a clean command execution proxy for AI agents, solving the "terminal blindness" problem — garbage characters, ANSI escape codes, shell init noise, and encoding issues that make AI agents unable to read terminal output.
vatsal191201
A Model Control Protocol (MCP) server implementation for interacting with the Tracxn API
ankitmishralive
A simple MCP (Model Context Protocol) server that provides weather alert information for US states, leveraging the National Weather Service (NWS) API. It also includes an example client application that demonstrates how to interact with the MCP server using the mcp_use library.
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Azure Analysis Services (beta): https://www.cdata.com/download/download.aspx?sku=OAZK-V&type=beta
chainaimlabs
civic-mcp-server
Tech-AML
AML Watcher – Automated AML Risk Detection & Monitoring
pyljain
panpeter2024
为 LLM 提供了获取“当前”时间、日期、星期等信息的能力。有了它,LLM 回答“现在”、“最近”相关问题时,终于可以获得真正的“现在”——不再停留在模型训练的过去!
aasherkamal216
A WhatsApp agent that uses WhatsApp MCP server to send messages and perform other actions.
CDataSoftware
This read-only MCP Server allows you to connect to Veeva data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at
Br0ski777
x402 micropayment API for AI agents. Shorten URLs with custom aliases. Hash-based short codes. Pay per call with USDC on Base.
MichalisKampouridis
MCP server that analyzes legal documents, extracts key clauses, identifies risks, and summarizes contracts. 8 tools for AI agents needing legal document intelligence.
RamKansal
pentestMCP: AI-Powered Penetration Testing via MCP
TradeOS-AI
Use TradeOS MCP Server to bring your trading data, indicators, strategy logic, and agent workflows into MCP-compatible AI tools. Copy your server URL, add it to GPT or Claude, and let your AI assistant work directly with your TradeOS trading intelligence.
sshimomu2k2
A test repository created using the GitHub MCP server
mcc
simplelocalize
Interact with the SimpleLocalize API using AI assistants like Github Copilot, Claude, or in AI-powered IDEs like Cursor AI.
Br0ski777
Convert datetime between timezones -- all IANA zones, UTC offset, DST-aware. ISO 8601 input/output. -- x402 micropayment API + MCP server for AI agents
rashee1997
Your AI Agent's Persistent Brain - A Comprehensive Memory & Task Management System
adou0510
junter1989k-ai
brianmoney
G-Core
Gcore MCP Server makes your AI assistant:
ToolOracle
86 self-hosted MCP servers with 989 tools across 7 categories. Complete Agent Trust Runtime: identity (KYA), policy enforcement (258 rules), fraud detection (DetectiveOracle), self-healing support (SupportOracle), and signed Trust Passports. x402 USDC micropayments. Built for aut
jefersonprimer
Nightreaver
A Ssh Mcp Server Written In Python. Which Builds Upon A Sophisticated Tools And Permission Layer. Including Skills, Docker And Systemctl Toolset And Some Runbooks.
avantjohn
markstiles
learntocloud
JackKuo666
apifyforge
Pandemic Supply Chain Cascade MCP is a Model Context Protocol server for pharmaceutical supply chain disruption modelling during health emergencies.
geowire
Place search and geocoding across providers with fallback, deduplication and cost controls.
cnoe-io
GitHub AI Agent powered by official GitHub MCP Server. Uses LangGraph and LangChain MCP Adapters. Agent is exposed on various agent transport protocols (AGNTCY Slim, Google A2A, MCP Server)
tomohiro-owada
Lightweight local RAG MCP server for semantic vector
hshintelligence
Pay-per-call live company intelligence for AI agents via x402 (USDC on Base). No signup, no API key — name a company, get fresh data instantly.
selfagency
OkutaniDaichi0106
A library for establishing MCP server.
chunkydotdev
Buildable generates a phased backlog, scaffolds a private repo with CI, then serves JSON tasks through the Model-Controller-Prompt protocol. Any MCP-compatible assistant can pull tasks, push code, and move Kanban cards to Done.
zhangpanda
The fast, idiomatic way to build MCP servers in Go. Struct-tag auto schema, middleware chain, tool groups, auth, adapters for Gin/OpenAPI/gRPC, async tasks, Inspector UI, and more.
Leee62
Enable your LLM to retrieve and analyze Sentry issues by ID or URL, helping you quickly understand and address errors in your projects. Easily fetch individual issues or lists of issues to empower intelligent diagnostics and recommendations. Simplify Sentry issue management with
kornbed
A TypeScript-based MCP server for Jira integration with Cursor
helloayan14
It is a basically a mcp-server or client tester app
anandkumarpatel
apifyforge
Logistics freight intelligence for AI agents — this MCP server delivers real-time route disruption forecasting, trade sanctions screening, freight cost volatility analysis, and border delay prediction through 8 specialized tools.
RPER2001
Rent GPUs, robots, drones, and construction gear on RIGShare; also onboards equipment owners.
ph0smet
MCP server that gives coding agents program-analysis primitives — data flow, call graphs, taint analysis — so they reason from ground truth instead of grep-and-guess."
r123singh
This is a Model Context Protocol (MCP) server for interacting with Trello API.
delmas41
Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus Sch
CDataSoftware
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for SendGrid (beta): https://www.cdata.com/download/download.aspx?sku=BGZK-V&type=beta
wayfinder-foundry
An MCP (Model Context Protocol) Server that provides access to STAC (SpatioTemporal Asset Catalog) APIs for geospatial data discovery and access.
zubhav
MCP Server Template using
MCP-Mirror
Mirror of
akutishevsky
MCP (Model Context Protocol) server for integrating with Monobank API.
MeruLocal
HelloGrowth CRM MCP is an AI-powered CRM integration platform that enables secure AI access to CRM data, lead and customer management, deal tracking, task automation, and business workflow orchestration through a standardized MCP interface.
MCP-Mirror
Mirror of
marvinyma
读源码学习用
Common questions about MCP servers, tools, and integrations
An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.
Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.
Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.
A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.
Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.
Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.