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.
ai-intellicore
We design and operate proprietary signal systems that turn noisy market, macro, and media data into structured, calibrated intelligence — exposed through web dashboards, a Signals API, and a public MCP server any AI assistant can reason over directly. The eight pillars
brooksy4503
Vamp6969
MCP server for Indian financial data. Get real-time mutual fund NAVs from AMFI (47,000+ schemes), validate GSTIN numbers with checksum verification, and more. Built for AI agents (Claude, ChatGPT, Cursor) via MCP protocol. REST API also available.
holetron
Self-hosted long-term memory for AI agents. An MCP server that gives agents persistent, hierarchical recall (L0–L3) over pgvector — retain preferences, decisions and observations, then recall them by topic across sessions. MIT, clone-and-run, requires Postgres + pgvector.
esurovtsev
Remote MCP (Model Context Protocol) server built with Spring Boot and SSE. Demonstrates how to register tools, configure endpoints, and stream results to connected LLM clients using the Spring AI MCP SDK.
Caravaca-Labs
Local-first MCP server exposing 163 Textavia developer utilities for JSON formatting and validation, Base64 encode/decode, CSV conversion, Markdown tables, regex testing, hashing, text cleanup, case conversion, random values, timestamps, privacy scrubbing, and developer conversio
pvincentbrown-sys
Stripe revenue monitoring, HubSpot-to-Xero invoicing, and QuickBooks P&L generation. Free MCP server by Espergrid. Enterprise implementation available.
Br0ski777
Convert text to speech audio -- 20+ languages, base64 MP3 output. Google TTS engine, fast and reliable. -- x402 micropayment API + MCP server for AI agents
Galadriel-Tech-Solutions
Cross-cloud observability for AI agents. Discover resources, correlate logs, and diagnose infrastructure issues across AWS, GCP, Vercel, and Cloudflare — without leaving your editor.
twinic
configure mcp servers directly from prompt
Indigo-Coder-github
MCP server to provide weather forecast in South Korea
cbc3929
CryingSurrogate
Ultimate MCP server aimed at stateful agents and managing vast workspaces
desplega-ai
An MCP (Model Context Protocol) server that provides comprehensive browser automation and QA testing capabilities. This server integrates with desplega.ai to offer automated testing, session monitoring, batch test execution, and intelligent test guidance using AAA (Arrange-Act-As
0xenesbayram
an mcp-server to interact with ros2 node,topics , etc...
Aayushchaudry
mcp server
Faux16
majie1993
i-icc
MCP サーバーのテスト
Andyb9988
MCP server for FPL
spimov
Spimov MCP — AI video dubbing, inside your chat
cychiang
mcp server for Crossplane
hustcc
Generate Apache ECharts diagram and chart with AI MCP dynamically. Using for chart generation and data analysis.
binadox-public
MCP server for Terraform — automatically validates, secures, and estimates cloud costs for Terraform configurations. The Binadox solution integrates with any Model Context Protocol (MCP) client (e.g. Claude Desktop or other MCP-compatible AI assistants).
vinod827
a4webdev
MCP server that connects AI assistants to Siemens TIA Portal via the Openness API. AI-assisted PLC programming, project management, hardware configuration, cross-reference analysis, and deployment. 16 tools, 166 actions.
ergut
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.
rondweb
LEOyrh
Give AI assistants direct access to 152 verified US county parcel ArcGIS REST endpoints across 50 states. Look up a county's REST endpoint, get its real owner/taxpayer field name, and build a ready-to-fire owner-name search query — no ArcGIS expertise or API key required.
ma-pony
Playwright MCP Server 一个基于 FastMCP 框架的专业级 Playwright 浏览器自动化 MCP 服务器,为 LLM 应用提供强大的网页交互和数据提取能力。
microsoft
Get your behavioral analytics powered by Microsoft Clarity for your websites and mobile apps
zientesit
Persistent coordination infrastructure for multi-agent AI systems, exposed as a single MCP endpoint.
uoky5217
个人学习MCP
frogeye-ai
Zero-config security scanner for AI-generated apps. 25K+ vulnerability patterns. Works with Claude Code, Cursor and any MCP-compatible agent.
pew
ilhamfp
Search and access Indonesian legislation with structured data and real legal citations. Full-text search across 67,000+ regulations, retrieve specific articles (pasal), check amendment status, and browse laws by type and year. Tools: search_laws, get_pasal, get_law_status, list_l
khglynn
Bulk Spotify operations with confidence scoring - batch playlist creation, library exports, and human-in-the-loop review for uncertain matches. Perfect for importing podcast song lists.
JYf12
Repository for testing MCP GitHub server capabilities
Kkartik14
tomoro-ai
Extended the anthropic mcp tutorial to support openai and customGPT connection through http-bridge
Creodot
✈ MCP For Plane.so
bigbugAi
MCP server exposing BigBugAI tools for trending tokens and token analysis.
kparmesar
Nestling is an MCP server that lets you log and query your baby's daily routine. Feeds, sleep, nappy changes, and diary entries through natural conversation with Claude or any MCP-compatible AI assistant. Logged through the Nestling app for iOS and Android.
Siddhant-K-code
MCP server designed to help you search and analyze your photo library (iCloud)
MCP-Mirror
Mirror of
higherpass
MCP server to count letters
achrafhardizi
MCP server that manages Google Drive
KaiLongWu
frozenlib
AI任せで作ってみたMCP Server
CodeByWaqas
jhacksman
Comprehensive notes for Graph Databases and MCP Servers in order to have enough context from a LM to quickly get up to speed on Graph DB projects.
fr0gger
This is a threat intel MCP server connected to the ORKL API to retrieve threat report and ask for IOCs, Threat Actors and breaches.
adanb13
Cirdan maps and watches the live infrastructure your agent session can reach — Docker, Kubernetes, cloud, IaC, and telemetry — then exposes it over MCP. It fingerprints the environment, builds a dependency graph, detects incidents, and can run evidence-backed actions. It inherits
SongRunqi
Learning repository: conversations and notes from my learning sessions with Claude. And all files are upload by Claude MCP server
MCP-Mirror
Mirror of
clawsearch
Security-first search engine for AI agent skills. Discover safe MCP servers and Claude Code skills with Trust Score ratings, 10-language semantic search, author verification, and trending rankings.
vtomilin
MCP server to efficiently check all Mermaid diagram types for syntax errors
ysys143
Dockerized MCP server environments for seamless agent-tool integration.
AndreaGriffiths11
Test repository created via MCP server
silastorres14
Server para gerir os servidores de MCP
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.