Live · updated 18 hr ago 25,852 Servers Scored

The MCP Server Directory

Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.

Servers 25,852
Categories 18
Official Servers 0
Remote-Hosted 14,486

What this is

The MCP Server Directory is a live, independently maintained index of Model Context Protocol servers published to the official registry. Each server is scored 0–10 on four dimensions: reliability, documentation quality, maintenance velocity, and adoption. The directory is free, updated daily, and built by MegaOne AI.

Moltbridge

4.5/10
io.github.JKHeadley/moltbridge

Agent network intelligence for AI agents. Trust scoring, broker discovery, and Ed25519 identity.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Threadline MCP

4.5/10
io.github.JKHeadley/threadline-mcp

Agent-to-agent messaging relay. Discover agents, send messages, and receive replies. Zero-config.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

User Prompt

4.5/10
io.github.Jacob-J-Thomas/user-prompt

An MCP server that enables AI agents to ask users clarifying questions via pop-up terminal windows.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Zenlink MCP

4.5/10
io.github.JayQuan-McCleary/zenlink-mcp

Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content extraction.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Test Utils

4.5/10
io.github.JeenyJAI/mcp-test-utils

Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI Automation, OCR

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Doctor

4.5/10
io.github.Jiansen/mcp-doctor

Check and improve the contract quality of any MCP server — for humans, agents, and platforms.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Proxy Doctor

4.5/10
io.github.Jiansen/proxy-doctor

Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf)

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Noosphere

4.5/10
io.github.JinNing6/noosphere

Community of Consciousness MCP Server — upload and explore collective wisdom via GitHub.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server Mcdev

4.5/10
io.github.JoernBerkefeld/mcp-server-mcdev

mcdev MCP: wiki search, .mcdevrc help, journey checklists, metadata types via mcdev.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Server Sfmc

4.5/10
io.github.JoernBerkefeld/mcp-server-sfmc

SFMC AMPscript/SSJS/GTL tools + searchable help for 7 MC products (Engagement, Pardot…) via MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Physbound

4.5/10
io.github.JonesRobM/physbound

Physical Layer Linter — validates RF link budgets, Shannon capacity, and noise floors.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Symbols

4.5/10
io.github.Jordan-Horner/symbols

Fast polyglot source code intelligence: symbols, imports, dependencies, and impact analysis.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Foundry Zksync

4.5/10
io.github.Jrigada/foundry-zksync

Expose foundry-zksync (forge, cast, anvil-zksync) tools for zkSync Era development

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Accessibility Scanner

4.5/10
io.github.JustasMonkev/mcp-accessibility-scanner

MCP server for automated web accessibility scanning with Playwright and Axe-core.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Audio Analyzer

4.5/10
io.github.JuzzyDee/audio-analyzer

Gives LLMs ears. Spectral, harmonic, rhythm, stereo, and structural audio analysis.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Bench Router

4.5/10
io.github.K1ta141k/mcp-bench-router

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Clavis

4.5/10
io.github.KN0WBOT/clavis

Encrypted credential vault for AI agents — auto OAuth refresh, rate limiting, audit logging.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Skolverket MCP

4.5/10
io.github.KSAklfszf921/skolverket-mcp

MCP server for Skolverket's open APIs - Curriculum, School Units, and Adult Education

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Pypreset

4.5/10
io.github.KaiErikNiermann/pypreset

Scaffold Python projects from YAML presets, augment existing projects with CI/tests.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Task Warrior MCP

4.5/10
io.github.KaiErikNiermann/task-warrior-mcp

MCP server wrapping the Taskwarrior CLI for structured, project-scoped task management.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Memory Nexus MCP

4.5/10
io.github.KairosMobius/memory-nexus-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Nexus Memory MCP

4.5/10
io.github.KairosMobius/nexus-memory-mcp

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Thoughtbox

4.5/10
io.github.Kastalien-Research/thoughtbox

Extended reasoning with structured processes, persistence, and workflow guidance

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Dwf MCP Server

4.5/10
io.github.KenosInc/dwf-mcp-server

MCP server for Digilent WaveForms instruments (oscilloscope, AWG, logic analyzer).

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sigrok MCP Server

4.5/10
io.github.KenosInc/sigrok-mcp-server

Wraps sigrok-cli for signal analysis: capture data, decode protocols, and query instruments.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Fedramp20Xmcp

4.5/10
io.github.KevinRabun/FedRAMP20xMCP

An MCP server that provides access to FedRAMP 20x security requirements and controls.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Gdprshiftleftmcp

4.5/10
io.github.KevinRabun/GDPRShiftLeftMCP

GDPR compliance MCP server - article lookup, DPIA, ROPA, DSR, IaC analysis, Bicep templates.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Zoo MCP

4.5/10
io.github.KittyCAD/zoo-mcp

An MCP server that provides access to the Zoo API for various CAD operations and tools.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

No As A Service

4.5/10
io.github.Koneisto/no-as-a-service

1000+ creative ways to say no. Polite, humorous, professional rejection responses.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Pystub

4.5/10
io.github.KoyoYeager/pystub

Auto-detect stubbable packages for Python exe builds and generate minimal stub code

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

MCP Observatory

4.5/10
io.github.KryptosAI/mcp-observatory

MCP security scanner. CI-native testing, attack simulation, health scoring, and SARIF.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Web Fetch MCP

4.5/10
io.github.KylinMountain/web-fetch-mcp

MCP server for web content fetching, summarizing, comparing, and extracting information

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Instagram Dm

4.5/10
io.github.KynuxDev/mcp-instagram-dm

Read, send, search & manage Instagram DMs through AI assistants. 15 tools, cookie auth.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Dashboards

4.5/10
io.github.KyuRish/mcp-dashboards

45+ interactive charts, dashboards, flowcharts, and KPIs inside any AI conversation

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.5/10
io.github.KyuRish/trading212-mcp-server

MCP server for Trading 212 API - portfolio, orders, pies, dividends, and analytics

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server Mcsa

4.5/10
io.github.LGDiMaggio/mcp-server-mcsa

MCP server for Motor Current Signature Analysis — fault detection in electric motors

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Copilot Memory MCP

4.5/10
io.github.LabForgeDev/copilot-memory-mcp

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Cuba Memorys

4.5/10
io.github.LeandroPG19/cuba-memorys

Persistent memory MCP server. 28 tools, BM25+MMR+OOD retrieval, tamper-evident audit, code graph.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Headless Oracle MCP

4.5/10
io.github.LembaGang/headless-oracle-mcp

Ed25519-signed market-state receipts for 28 exchanges. Fail-closed pre-trade gate.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Parseflow

4.5/10
io.github.Libres-coder/parseflow

PDF parsing server with text extraction, metadata, search, images, and TOC via MCP

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Github Webhook MCP

4.5/10
io.github.Liplus-Project/github-webhook-mcp

MCP server bridging GitHub webhooks via Cloudflare Worker for real-time event streaming

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Lgpd MCP

4.5/10
io.github.LordMendes/lgpd-mcp

MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, PIA e políticas.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Furniture Designer MCP

4.5/10
io.github.LuisEnVilla/furniture-designer-mcp

Professional furniture design: specs, validation, cut optimization, BOM, and 3D reports.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Clarifyprompt

4.5/10
io.github.LumabyteCo/clarifyprompt

AI prompt optimization for 58+ platforms across 7 categories with custom platforms

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Docalyze

4.5/10
io.github.LunarPerovskite/docalyze

Read and analyze local documents (PDF, Excel, CSV, Word, PowerPoint, images). No API keys needed.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Buddy MCP

4.5/10
io.github.Lyellr88/buddy-mcp

Claude Code creature collection game. Hatch buddies, pet to boost roll luck, complete the BuddyDex.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ask Gemini

4.5/10
io.github.Lykhoyda/ask-gemini

Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and second opinions

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Hive Proxy

4.5/10
io.github.MCP-Hive/mcp-hive-proxy

MCP Hive is a gateway to paid commercial-grade MCP servers. Learn more at https://mcp-hive.com

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Free · No spam

New servers, score changes, breakages

Every Monday: what shipped, what broke, what's worth trying. Five minutes. No filler.

Four dimensions, weighted

  • Reliability (30%) — repository present, permissive license, not archived, official status.
  • Documentation (20%) — description length, website presence, README quality.
  • Maintenance (25%) — how recently the code was pushed; versioning discipline.
  • Adoption (25%) — GitHub stars (log-scaled), remote availability, official endorsement.

What is MCP?

MCP stands for Model Context Protocol. It is an open standard introduced by Anthropic in late 2024 that lets AI assistants like Claude connect to external tools, data sources, and services through a common interface. An MCP server is a small program that exposes one capability (file access, a database, an API) to any MCP-compatible AI client.

Where does the data come from?

Every server in this directory is pulled from the official Model Context Protocol Registry at registry.modelcontextprotocol.io. We also enrich each entry with GitHub metadata (stars, last commit, license, primary language) where a repository is linked. The full re-scan runs daily.

How are servers scored?

Each server gets a 0–10 overall score, weighted from four sub-scores: reliability (30%), documentation (20%), maintenance (25%), and adoption (25%). The full methodology is visible on this page under "How scoring works".

Is this affiliated with Anthropic?

No. MegaOne AI is independent. Anthropic created the MCP standard and maintains the reference implementations, but this directory is built separately and rates all servers including Anthropic's own.

How often does the directory update?

The pipeline re-fetches the full registry and re-scores every active server once per day. Individual entries are refreshed whenever a new version is published to the official registry.

Is it free?

Yes. Browsing, filtering, and searching the directory is free. The weekly email briefing is free. There is no account required.