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.
undercurrentai
AEGIS Governance MCP server — six-gate quantitative decision evaluation with hash-chained audit trails for AI agents. pip install aegis-governance
S-H-GAMELINKS
TStoneLee
基于 Model Context Protocol (MCP) 的 YApi 集成服务器,在 Cursor 等支持 MCP 的编辑器中直接查询 YApi API 文档。
Aruseli
This repository contains a Next.js application utilizing the App Router, TypeScript and Zod, showcasing the integration of LangChain and Open Router to create an MCP (Multi-Client Protocol) server.
crteal
an MCP server to expose a data format for translating tasks into environmental actions
Fluke-Studio
Enrich any UK business with Companies House records, Google Places ratings, website/SSL status, and social media links in one MCP tool call. Four data sources, single JSON response.
jasondk
Jiansen
Diagnose proxy misconfigurations that break AI coding tools.
StefPanchana
TychiWallet
Give your AI agent a wallet it can actually use. Tychi MCP plugs into Cursor, Claude Desktop, OpenClaw, and any stdio MCP host — onboard, create, import, and switch wallets with fast direct tools, then balance checks, sends, and policy-gated payments through tyi_chat. Keys live e
ghassansalloum
poeticguy
AIDataNordic
Semantic search over Nordic economic data — Market announcements, quarterly reports (162 companies), macro data (NO/SE/DK/FI), commodity prices, and press releases. 180,000+ vectors. Deep context.
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
Andrew-Beniash
Sohaib-2
Comprehensive PDF manipulation toolkit. Merge, split, encrypt, optimize PDFs through natural language commands via MCP protocol.
solonai-com
Fast, sub millisecond, local on device long term memory for LLMs, Coding Tools and AI Agents. Recall exact details from yesterday of five years ago. Install in 5 minutes.
tribal-memory
Tribal captures the engineering knowledge that does not get written down in code or tickets. The reasoning behind a load-bearing decision, the heuristic someone keeps reaching for, the breakthrough that closed a gnarly bug.
KabakaWilliam
MCP Server and Client to give LLM Agents the ability to search the web for news on a favourite manga of mine: Berserk.
bombe89
MCP-Mirror
Mirror of
joelborellis
This repo contains a remote MCP server implemented as a containerapp in Azure
tushar1998
MCP Server for managing contentstack tool
guillermocorrea
A Model Context Protocol server implementation with Node.js
kumartheashwani
jasperschreiber0
Australian business data tools for AI agents. Verify ABR (business registry), AHPRA (clinician registration), NDIS providers, and enrich leads via Apollo. Built for the Australian market with live data lookups.
samihalawa
raksul
vineethwilson15
MCP server that detects semantic (non-textual) merge conflicts between Git branches using AST-level analysis. Catches incompatible changes that Git merges cleanly but break at runtime — like signature changes, removed exports, interface breaks, and cross-file dependency conflicts
Headlesshost
A comprehensive Model Context Protocol (MCP) server that provides complete communication with the Headlesshost platform API endpoints. This server enables AI assistants to interact with all aspects of the Headlesshost platform including user management, content site operations, s
ExposureGuard
The guardian layer for AI agents. Scoped sessions with spend limits (Gate), AES-encrypted secrets (Vault), immutable audit trail with anomaly detection (Watch), and proxy mode that intercepts every MCP tool call for policy enforcement. Human-in-the-loop approvals, webhooks, 10 MC
mediiiiium
MCP servers for Japanese SMB SaaS that have no official MCP. 30+ connectors (KING OF TIME, SmartHR, kaonavi, Smaregi, CloudSign, L Step, etc.) for attendance, HR, invoicing, POS, e-contracts and more. Each is an independent pip package; connectors are archived once an official MC
akshaykokane
This is MCP server for Azure Help APIs for Guided Troubleshooter
MCP-Mirror
Mirror of
guptarajiv535
MCP server poc python
odominguez7
7 minutes a day. An act of love. Jerome7 is an AI-powered fitness accountability system with 6 MCP tools: daily session generation, streak tracking, smart nudges, pod matching, and more. Works autonomously inside Claude Desktop, OpenClaw, ZeroClaw, or any MCP compatible agent. Fr
devinellis
aikiyy
AmpolStack
It is a project that seeks to express the implementation of model context protocol MCP in the official Anthropic base SDK for dotnet 9
manojkumargogula
MCP package for scorzeth/anki-mcp-server
Azure
This repository contains a Remote Model Context Protocol (MCP) Server implemented using Azure Functions, built for enabling tooling support across Azure Native ISV Integrations. It includes MCP tools for Azure-integrated partner services listed under Azure Partner Solutions
hernaninverso
Grounding / hallucination guard: verify a claim against evidence
mr-ransel
rhoneybul
Etapa is an AI cycling coach for beginners. The MCP exposes two tools: `generate_training_plan` (2-4 week plans powered by the Etapa API) and `cycling_beginner_guide` (advice on bikes, gear, safety). Free, no account.
Ryandaydev
Repository for testing an MCP server
Bikashdeb1
RollandMELET
Docker configuration for Qdrant MCP server
prsantos-com
Xsaven
Vector Memory MCP Server
midhunxavier
Model Context Protocol (MCP) server for OPC UA operations. This server provides a set of tools to interact with OPC UA servers, including reading/writing variables, browsing nodes, calling methods, and performing batch operations.
Cyberweasel777
MCP-Mirror
Mirror of
raphy78626
URL → PNG/JPEG/PDF capture API + MCP server for AI agents. Playwright + Fastify, deploy-ready on Fly.io.
jongall45
VC follow intelligence for AI agents. Track what top investors follow on X — detect new follows, convergence signals, and trending companies before they're announced.
Mokuichi147
Minimum requirements for LLM
wangcf-yf
menma-at-here
MCP server to get google calendar
lolek24
danchev
A Model Context Protocol (MCP) server for agentic retrieval and semantic search over unstructured and structured data using Milvus, a high-performance vector database. This server enables large language model (LLM) applications to efficiently index, store, and retrieve vector emb
JakePartusch
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.