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.
SteffenHebestreit
This repository implements a Model Context Protocol (MCP) server for web crawling capabilities, exposing crawlers as LangChain-compatible tools or any MCP-compliant client. It includes two main services:
mrmaciej1
Fill any PDF form with AI agents — ML field detection on scans, visual review loop, reusable templates, and native AcroForm fill via justfill.app.
yskmasumoto
An MCP server for executing wgrib2 commands from MCP Client. Designed with a simple approach where converted files are saved to a specific folder.
MCP-Mirror
Mirror of
wwwzhouhui
htlin222
An MCP server implementation that connects to a locally running Anki, providing card review and creation. This is a fork of [scorzeth/anki-mcp-server](
MCP-Mirror
Mirror of
Mohammed-Rashad
Stream MCP server
kofiadom
An intro to MCP: an MCP server with a knowledge base tool containerized with Docker and connected to a client-side python application using SSE
flexorch
FlexOrch MCP converts unstructured documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets via 6 async tools. Covers the full pipeline: classify → extract fields → mask PII → export JSONL or RAG chunks, with PII detection across 10+ locales (TR, DE
Usman-Ghani123
deapi-ai
InsForge
InsForge is a backend platform for AI-driven development. It provides the core building blocks for modern apps — including Auth, Database, Storage, and Functions. It offers production-grade cloud infrastructure out of the box, serving as an alternative to AWS.
AbdelStark
Starknet MCP server.
ingero-io
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/Driver APIs and host kernel events to build causal chains explaining GPU latency
gyl1313
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 Exact Online (beta): https://www.cdata.com/download/download.aspx?sku=DYZK-V&type=beta
gaiuszzang
eleva
bobtista
lutfi-haslab
janzheng
BoweyLou
Enhanced Obsidian MCP Server with Claude.ai Remote Integration, Tailscale Support, and Advanced Query Capabilities!
hankeyyh
npm feishu-mcp-server
apifyforge
Construction project risk intelligence delivered directly to your AI agent via the Model Context Protocol. This MCP server scores contractor safety records, evaluates site hazards, forecasts schedule delays, and generates project underwriting reports — all from live government da
barlanyado
rocnubie
yangbuyiya
MCP-Mirror
Mirror of
Jthora
MCP server for Archangel Agency — query ontological research, Universal Language briefings, Context JSON frameworks (8 ontological documents from FusionGirl wiki), and A2A agent card. Human-service provider offering structured knowledge designed for AI agent consumption. Built on
OutCorp
MCP Server created with cursor.ai
DivyanshKushwaha
tibzejoker
a wrapper that allows to run mcp servers in wrapped light subprocesses with custom multi environments
catrinmdonnelly
A production-ready MCP server that connects Claude, Cursor, Windsurf and any MCP-compatible AI directly to APC Overnight's New Horizon API v3. No middleware, no per-parcel fees, no data leaving your infrastructure.
neptune1212
buddhdev-harsh
MCP server for accessing Pokemon + Anime information for LLM
oathe-ai
MCP server for https://oathe.ai security audits. Runtime behavioral analysis and security scanner for AI systems. Check trust scores before installing MCP servers, plugins, or AI agent skills.
tesults
Ask your AI agent why your tests are failing. Instant analysis on failures and regressions.
vmandic
Unofficial Wincher SEO MCP server (stdio). Rankings, competitors, SERPs for Cursor and Claude Code. PyPI: wincher-mcp.
adbutler
MCP server for the AdButler ad management API — 36 tools for AI assistants
alexyangjie
Extending mcp-server-fetch with parallel browsing
drewstaylor
Basic MCP server example using rmcp crate (requires rustup nightly)
MCP-Mirror
Mirror of
BlackMac
MCP Server for the sipgate API
KenanAtmaca
App Store Optimization MCP Server keyword research, competitor analysis, review sentiment & metadata management for AI assistants. No API key required.
aataqi-boop
Human-in-the-loop API for autonomous AI agents. When your agent hits a CAPTCHA, needs KYC verification, a phone call, or any task requiring human judgment, SiliconBridge connects it to a real human operator. 22+ services starting at $1, with L402 payments, Stripe, and crypto supp
rocksun
rocnubie
A Model Context Protocol server that exposes the canonical Tiramisu AI knowledge surface — official site information, pricing, FAQ, official links — to MCP-compatible AI clients such as Claude Desktop, Cursor, Windsurf, and Continue. Read-only, no API keys, no quota, ~50 ms cold
chamade-io
Hosted MCP gateway that lets AI agents join voice meetings and DMs on Discord, Microsoft Teams, Google Meet, Nextcloud Talk, Zoom, Telegram, WhatsApp, and SIP phones. Your agent only deals with text — Chamade handles the audio layer (joining the room, STT, TTS, chat relay). 13 to
Octid-io
Agentic AI instruction encoding. 86.8% smaller than JSON. Inference-free decode by table lookup. 342 opcodes, 26 namespaces, three conformant SDKs. Confirmed over LoRa mesh radio. Apache 2.0 with express patent grant.
adarshem
An MCP server to get Weather details
apifyforge
Insider political trading signal detection — this MCP server applies six institution-grade statistical algorithms to congressional stock disclosures, SEC insider filings, campaign finance records, and federal contract data, and returns scored findings to any MCP-compatible AI cli
A7OM-AI
ATOM: The Global Price Benchmark for AI Inference. MCP server access to the AIPI index family.
reminia
A mcp server for task management with Linear and time tracking with TrackingTime
Rug-Munch-Media-LLC
250+ crypto security intelligence tools for Solana blockchain via MCP
runframe
Your AI agent's interface to incident management. Acknowledge, escalate, page, and resolve incidents from Claude Code, Cursor, or any MCP client. Covers the full incident lifecycle: incidents, on-call, services, postmortems, and teams.
adhikasp
apifyforge
**Climate-economic integrated assessment** via the Model Context Protocol gives AI agents quantitative tools for scenario analysis, tipping cascade detection, carbon market forecasting, and physical risk attribution.
neels22
Bloomingg
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.