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.
lilei0303
基于 Spring AI 的印章生成的 MCP Server 服务,快速让 AI 生成公章、私章。
hugoles
TypeScript MCP server for the Langfuse Public API with tools to query traces, observations, sessions, scores, prompts, datasets, and metrics from any MCP client.
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.
Nebula-Block-Data
This server integrates with the fastmcp library to expose the full range of NebulaBlock API functionalities as accessible tools, enabling seamless and efficient interaction within any MCP-compatible environment.
parisafarivashh
daver987
hasani114
anngdinh
peizhou
sholarPlot MCP - AI-powered scientific figure generator for researchers. Create publication-ready charts, neural network diagrams, flowcharts & mechanism illustrations that meet Nature/Science/IEEE journal standards in seconds
AIDC-AI
An omnimodal AIGC framework that seamlessly converts ComfyUI workflows into MCP tools with zero code, enabling full-modal support for Text, Image, Sound, and Video generation with Chainlit-based web interface.
punkpeye
MCP Ambari API is a powerful Model Context Protocol (MCP) server that enables seamless Apache Ambari cluster management through natural language commands. Built for DevOps engineers, data engineers, and system administrators who work with Hadoop ecosystems.
fastly
The Fastly MCP server enables AI assistants to manage Fastly services, including monitoring performance, deploying configuration changes, and troubleshooting issues securely through the Fastly CLI. It features comprehensive security controls, flexible transport options, and smart
next-space
valstro
The portable alternative to Cursor Rules and IDE-specific rules.
mgd1984
Vibe coding principles based on Rick Rubin's adaptation of the Tao Te Ching for developers and their AI companions
pavelber
Local MCP server for LiveJournal journals. It uses the legacy LiveJournal XML-RPC API to read entries, read comments, post to your own journal, and build a local SQLite cache for search.
arturayupov
Local, encrypted secret broker for AI agents — tools request an API key by name over MCP, you approve in a native OS dialog, and only that key is injected into your project; the model never sees the value.
JSONbored
The public-interface registry for Bittensor subnets, as MCP tools. Query 100+ subnets' live APIs, JSON schemas, RPC endpoints, on-chain economics, and probe-derived health — plus semantic search and natural-language Q&A. Hosted, remote, no API key.
izaitsevfb
MCP server for grafana
andreisirbu91-lab
MCPSpend is the first cost-observability platform built natively for MCP. One CLI command wraps yourexisting MCP servers across Claude Desktop, Cursor, Windsurf, VS Code, and Claude Code — zero SDKchanges. Per-tool / per-project cost attribution, $ budget alerts via email + Slack
archimedes-market
Curated by Archimedes Market. Parse and analyze KiCad PCB files from AI agents. Layer stackup, net listing, footprint inventory, DRC violation surfacing, board outline geometry. Built for design review automation and pre-fab sanity checks. → archimedes.market/assets/ed640f4e-463
craigmbrown
Open-source security audit framework covering all 10 OWASP Agentic AI threat categories (ASI01-ASI10). Scan multi-agent systems for prompt injection, data exfiltration, broken access control, and 7 more categories. Returns risk scores (0-100) with remediation priorities. Free tie
patsnap
PatSnap Innovation Report Generator MCP is a Model Context Protocol server that connects AI agents to PatSnap's Innovation Report Generator capabilities. Turns analytical results into deliverable reports and task-based outputs. It supports enterprise reports, patent value reports
Jaden-JJH
Detect live website vulnerabilities and security flaws in GitHub repositories using automated DAST and SAST scanning. Safeguard applications by identifying exposed secrets, insecure dependencies, and common code patterns prone to exploitation. Receive structured fix plans with pr
mashish
CP Log Analyzer automatically triages your log files using a local AI model.
Swap-API
Free token swaps for AI agents. No API keys. Returns executable transaction calldata for 40+ EVM chains.
tomklein0
cocaxcode
MCP server + CLI that scans any project to discover its full AI ecosystem: MCP servers, context files, skills, agents, memories, and configurations for 19+ AI tools (Claude, Cursor, Windsurf, Copilot, Gemini, Codex, and more). Generates interactive HTML dashboards and supports ec
tiny-send
tinysend gives agents email: create newsletters, manage subscribers and contacts, and write & send broadcasts - all over MCP. Remote streamable-HTTP server with OAuth sign-in (no API key to paste).
joaodelapace
An MCP server that connects Claude, Cursor or any MCP client to a SAP system over the standard ADT API. Read & search the ABAP repository, run syntax checks and classrun; opt-in write/patch/create/activate, implicit enhancements, customizing tables, dynpros, and the SAP Note Assi
fletchert131-sudo
Lint and score your MCP server's tool definitions before you publish — name/schema validity, description quality, context-token weight, and destructive-tool safety. Gives a 0–100 score and a CI gate. Free CLI, MIT engine. Catches structure and hygiene, not intent.
Flippico
MCP server for Poland's national e-invoicing system KSeF (Krajowy System e-Faktur). Provides 12 tools for complete KSeF API integration including session management, invoice querying/submission, export generation, and system monitoring. Built with Rust for reliability and perform
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。
aartiq
The most comprehensive ServiceNow MCP server — 400+ tools across 35+ modules including ITSM, ITOM, CMDB, HRSD, CSM, SecOps, GRC, Flow Designer, Service Catalog, UI Builder, and Performance Analytics. Features 26 AI capabilities (scan, review, build, ops, docs), SDK mode, Direct
Linked-API
faizbawa
MCP server giving AI agents full SSH access with secret-safe environment variable injection. Supports persistent sessions, structured command execution, SFTP file transfer, port forwarding, and automatic output redaction that prevents secrets from reaching the LLM.
michaelhologram
Synthetic data generator MCP server. Generates realistic companies, documents, and structured data — e.g. to populate SharePoint/test/demo systems. 19 tools, stdio, requires CLUTTER_API_KEY.
dakotatores01
adietish
suprsend
Manage your entire notification infrastructure using natural language. Trigger workflows, create users, manage preferences, update tenant branding, and access documentation — all from Cursor, Claude Desktop, or Windsurf. 24 tools across 4 categories covering email, SMS, push, Wha
jchandani
oleksiijko
Local-first persistent memory for AI coding agents over MCP. Gives Claude Code, Cursor and Codex shared, durable project memory across sessions. No cloud, no API keys.
Kjopstad-IT
AI-native HTTP security testing toolkit (MCP server): 17 HTTP tools giving an AI agent low-level control over HTTP/1.1 and HTTP/2 (raw framing, connection pinning, intruder, race, OOB, chains) on its own Go engine. Free tier; docs at rqwstr.com.
rdoelman
nikhilgogulwar
An MCP execution platform that gives any AI real infrastructure to act. Through three tools it can run code and shell commands, install packages, run tasks in parallel, search the web, make HTTP calls, read write and query databases, call any LLM, commit to GitHub, take screensho
lauragift21
fergusrobertson
LuciferForge
Scan any GitHub repository for 21 AI/ML vulnerability patterns across Python, Java, Go, C++, and Rust. Detects eval injection, pickle deserialization, SSRF, command injection, SQL injection, unsafe YAML, hardcoded secrets, and more. Severity-weighted risk scoring with line-level
jeffpress
US1929
AI agent for Italian energy tariff comparison. Analyzes utility bills (ARERA 2.0), compares 44+ live offers for electricity (Luce) and gas, and finds the best tariff. 4 tools available via HTTP JSON-RPC. switchai.it
Sumedh1599
Analyzes user-described build features (e.g. database, API integration, tools) and extracts core server requirements like resources, tools, prompts, external systems, and transports needed for MCP.
UnitaryLabs
xishir
A Model Context Protocol server providing CVE vulnerability information query capabilities. This server enables LLMs to query detailed information for specific CVE IDs, retrieving data from MITRE's CVE database.
Jobicy
Official Model Context Protocol (MCP) server to search, filter, and retrieve live remote job listings from the Jobicy database in real-time. Works with Claude Code, Cursor, Cline, and custom AI agents.
xiezhuo0513
这是一个用于 Cursor 编辑器的 MCP 工具,可以帮助你快速查看和使用项目 Swagger API 文档。
Jacqopb
adityaarsharma
Open-source self-hosted technical SEO audit MCP server built on the LibreCrawl engine. Runs full audits inside Claude, Cursor, or Codex — 37 tools, 50+ checks per audit (hreflang, schema.org Rich Results, security headers, image performance, WAF detection on 200-OK pages), chunke
MCP-Mirror
Mirror of
biswapm
create from MCP server
zhitongblog
Unflick — a modern video player for humans and AI. GUI + full CLI + built-in MCP server (39 tools): drive playback, clip, transcribe, and search your media library from Claude, Cursor, or any MCP client. Local Whisper AI subtitles, SponsorBlock. MIT, zero ads, fully local.
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.