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.
Discover awesome MCP servers.
MCP-Mirror
Mirror of
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 SuiteCRM (beta): https://www.cdata.com/download/download.aspx?sku=ETZK-V&type=beta
sitespeakai
A Claude Code skill that does the first pass on a customer support inbox via MCP: classifies new threads (urgent / prospect / noise), investigates bug reports against error trackers and the codebase, then drafts replies
kranners
Unlocks all of MCP for your favourite agent 🌩️
Breven217
danafitkowski
13 tools for Primavera P6 forensic delay analysis — AACE windows (29R-03 MIP 3.3), DCMA-14 health checks, Monte Carlo SRA with AACE 122R-22 QRAMM maturity, TIA fragnet (MIP 3.7), collapsed as-built (MIP 3.8), and claim workbench evidence ledger. Open-source CPM engine (MIT) at gi
DragonsWho
A background server that logs your desktop activity, calculates your Actions Per Minute (APM), and provides a clean, anonymized timeline of your work on demand. It's designed to be a data source for personal analytics or AI assistants.
AbdelStark
Starknet MCP server.
MCP-Mirror
Mirror of
mohdhaji87
This project provides a Model Context Protocol (MCP) server that exposes the entire Bugcrowd REST API as callable tools for LLMs and automation. It is implemented in Python using the async MCP SDK and is ready to be used with Claude Desktop, MCP Inspector, or any compatible LLM a
v587d
A free, plug-and-play knowledge base. Built-in with 10,000+ high-quality insight reports, packaged as MCP Server, and secure local data storage.
DimonSmart
Local MCP server demo
OrHavraPerry
Identify plants from photos using the Pl@ntNet API. Returns ranked species matches with confidence scores, scientific/common names, and taxonomic data. 3 tools: identify_plant, list_projects, check_quota.
gxjansen
Transistor MCP server implementation for use with your LLM
JSONbored
Read-only MCP server for the HeyClaude registry — search, compare, and install Claude agents, MCP servers, skills, hooks, and more. 27 tools, 4 prompts, 14 resources. No API key required.
luisbretasjr
Route optimization API for Brazil. Calculate driving routes, distance matrices, and optimize multi-stop deliveries with real road network data. Free tier: 50 calls/month.
JuanLadeira
Learning how to build mcp-servers to connect in llms via langchain
rabyavalla
B.O.N.S.A.I. (Biologically-driven, Observationally-validated, Nutritionally-tested, Safe, Accessible, Integrative) is a health intelligence API built for the agent economy.
Vaclav Slajs
Your Garmin and WHOOP data, in Claude — free hosted MCP servers, one URL, OAuth sign-in.
setyolegowo
cycle-sync-ai
This tutorial walks you through setting up a basic MCP (Model Context Protocol) server to expose read-only resources to Large Language Models (LLMs) like Claude.
sanderkooger
An MCP server that provides tools for retrieving and processing documentation through vector search, both locally or hosted. Enabling AI assistants to augment their responses with relevant documentation context.
AyushRatan1
fonkychen
An MCP (Model Context Protocol) server that identifies biological species from images, returning Latin names with confidence scores.
spisupat
Initial version of an mcp server for agents to interact with atla's models
mercedes-aso
mohemohe
MCP server for shikorism.net
jerry3315765
Test repository for MCP server
Protagonistss
NewAITees
todesstoss
A Monobank MCP (Model Context Protocol) Server
burakdirin
An MCP server implementation that enables Claude AI to interact with MySQL databases.
greycodee
This project provides an MCP (Model Context Protocol) server that bridges communication with the AnkiConnect add-on for Anki.
oil-oil
OpenAPI2MCP (Model Context Protocol) that allows AI clients to call any OpenAPI-compatible REST API through the MCP interface. This tool converts OpenAPI specifications into MCP tools, enabling AI clients to interact with external APIs seamlessly.
MCP-Mirror
Mirror of
salrad22
apifyforge
Trade-based money laundering (TBML) detection for compliance teams, AML investigators, and financial intelligence units — delivered as an MCP server that plugs directly into Claude, Cursor, or any MCP-compatible AI agent.
sunnypra
elmapicms
An MCP server that connects AI agents like Cursor and Claude Code to your ElmapiCMS instance. Manage collections, fields, content entries, and assets programmatically through natural language.
frozenlib
AI任せで作ってみたMCP Server
juhemcp
yugabyte
An MCP server implementation for YugabyteDB that allows LLMs to directly interact with your database.
DavidAlpha007
Rizwankaka
using different mcp servers to automate the tasks
MCP-Mirror
Mirror of
tstockham96
Universal memory layer for AI agents. Semantic recall, automatic consolidation, and bi-temporal knowledge — in SQLite. 80% on LOCOMO benchmark using 96% fewer tokens.
DottedSign-Official
Connect your AI assistant (Claude or ChatGPT) to DottedSign — create signing tasks, track document status, manage templates, and more using natural language.
MCP-Mirror
Mirror of
QuentinCody
omnisilica
MCP-Mirror
Mirror of
umjammer
🚧 java mcp server for minecraft
AporiaLabs
T/MCP is a powerful MCP server that provides access to Telos, a philosophical AI mentor.
SGFGOV
MCP server for Medusa JS SDK
YYvanYang
MCP-Mirror
Mirror of
mikeysrecipes
KemingHe
Independent MCP server for querying all public information across the osu.edu domain and subdomains.
system32miro
Example implementation of the Google A2A protocol with a Flask server and Python client. Includes web search integration via MCP
Godalo-ai
MCP server that gives AI agents access to 30,000+ merchants across Awin, CJ Affiliate, Impact and more. One tool call. The entire affiliate market. Works with Claude, Cursor, Copilot and any MCP-compatible agent. Zero integration work. Zero maintenance.
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.