Live · updated 10 hr ago 9,861 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 9,861
Categories 18
Official Servers 0
Remote-Hosted 4,033

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.

Browse & filter
Top score Most stars Newest
Category All9,861 Git / Code6373 Search1248 Other1178 Filesystem367 Database254 AI / ML73 Email60 Finance58 Cloud54 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
7,489–7,536 of 9,861 servers

Gitlab MCP Server

4.1/10
io.github.dubuqingfeng/gitlab-mcp-server

GitLab MCP (Model Context Protocol) server for AI agents

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.dversum/mcp-server

Manage clients, projects, tasks, invoices, time tracking & calendar in dVersum.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Voice Bridge

4.1/10
io.github.dwarmerdam/voice-bridge

Multi-engine TTS for AI coding assistants. 5 engines, free engine included.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Leadcloser MCP

4.1/10
io.github.dylanc1317-create/leadcloser-mcp

Manage leads and insights for NZ trade businesses via LeadCloser AI.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Dynatrace Managed MCP

4.1/10
io.github.dynatrace-oss/dynatrace-managed-mcp

MCP server for Dynatrace Managed to access logs, events, and metrics.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Cc Bridge MCP Server

4.1/10
io.github.eaisdevelopment/cc-bridge-mcp-server

MCP bridge for inter-session communication between Claude Code instances

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Multi Edit

4.1/10
io.github.eaisdevelopment/mcp-multi-edit

Atomic multi-file find-and-replace by Essential AI Solutions (essentialai.uk)

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Moltbook MCP

4.1/10
io.github.easingthemes/moltbook-mcp

Moltbook MCP server: post, comment, upvote, DMs, communities. API key auth.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Yutu

4.1/10
io.github.eat-pray-ai/yutu

The AI-powered toolkit that grows your YouTube channel on autopilot

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Llmconveyors

4.1/10
io.github.ebenezer-isaac/llmconveyors

53 tools for LLM Conveyors: job hunting, B2B sales, ATS scoring, resume tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Todoist MCP

4.1/10
io.github.ecfaria/todoist-mcp

MCP server for Todoist task management integration

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Cowork History

4.1/10
io.github.egoughnour/cowork-history

Hybrid search for Cowork history: FTS, Spotlight, and semantic vectors

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo →

Curate Ipsum

4.1/10
io.github.egoughnour/curate-ipsum

Code synthesis through belief revision, mutation testing, and verification

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Codecov

4.1/10
io.github.egulatee/codecov

MCP server for querying Codecov coverage data with configurable URL support

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Magpipe

4.1/10
io.github.elagerway/magpipe

Manage AI voice agents, calls, SMS, contacts, and phone numbers via Magpipe.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo →

Nb MCP Server

4.1/10
io.github.emcd/nb-mcp-server

MCP server wrapping the nb CLI for LLM-friendly note-taking

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Holded MCP

4.1/10
io.github.energio-es/holded-mcp

MCP server for Holded — invoicing, accounting, CRM, projects, and team

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Metabase Ai Assistant

4.1/10
io.github.enessari/metabase-ai-assistant

MCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Unifi MCP Server

4.1/10
io.github.enuno/unifi-mcp-server

An MCP server that leverages official UniFi API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Shopops MCP

4.1/10
io.github.enzoemir1/shopops-mcp

AI e-commerce operations. Inventory, pricing, segmentation, and analytics.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Ai Diagram Maker MCP

4.1/10
io.github.erajasekar/ai-diagram-maker-mcp

Generate software diagrams from natural language, code, ASCII, images, Mermaid.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Esa

4.1/10
io.github.esaio/esa

Official MCP server for esa.io - a documentation sharing service for teams

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pplog

4.1/10
io.github.esaio/pplog

Official MCP server for pplog - a poem sharing service

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Strategy Skills

4.1/10
io.github.eterdis/strategy-skills

11 open strategy frameworks as AI-guided prompts for any MCP client.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Fedramp Docs MCP

4.1/10
io.github.ethanolivertroy/fedramp-docs-mcp

Query FedRAMP 20x KSIs, NIST controls, and compliance docs via 20 MCP tools.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Geo Seo Analyzer Octoboost

4.1/10
io.github.eugenregehr/geo-seo-analyzer-octoboost

Analyze multiple URLs with categorized SEO / GEO checks and scored results.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Octoboost

4.1/10
io.github.eugenregehr/octoboost

Analyze multiple URLs with categorized SEO / GEO checks and scored results.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Dida365

4.1/10
io.github.evalor/dida365

MCP Server for Dida365 (TickTick) Task Management Integration

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Pythia Oracle

4.1/10
io.github.eyloni/pythia-oracle

Oracle for AI agents. One tool, one reading. 3 free, then $0.025 USDC via x402.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Bugcatcher MCP

4.1/10
io.github.fDiosc/bugcatcher-mcp

Bug reports, AI diagnosis, and status management for Cursor, Claude, Windsurf.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Nuxt I18N MCP

4.1/10
io.github.fabkho/nuxt-i18n-mcp

MCP server for managing i18n translations in Nuxt projects.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Faculti

4.1/10
io.github.facultidev42FacultiDevelopment/faculti

Search academic expert insights, papers and contributions from Faculti

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo →

Paraview MCP Server

4.1/10
io.github.failed33/paraview-mcp-server

Control ParaView through arbitrary Python code

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio
Repo →

Skaut MCP

4.1/10
io.github.fegalvezg/skaut-mcp

Tech product recommendations for Chile with real prices in CLP.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Figma Context MCP

4.1/10
io.github.felixAnhalt/Figma-Context-MCP

LLM-optimized Figma MCP server.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Figma To Code MCP

4.1/10
io.github.felixAnhalt/figma-to-code-mcp

LLM-optimized Figma MCP server.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

X402 Api

4.1/10
io.github.fernsugi/x402-api

DeFi data API for AI agents — pay-per-call via x402/USDC on Base

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Chipsai MCP

4.1/10
io.github.fgasparetto/chipsai-mcp

MCP server for ChipsAI — manage chatbots, conversations, and AI models

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Chipsnews MCP

4.1/10
io.github.fgasparetto/chipsnews-mcp

MCP server for ChipsNews — manage news sources, articles, and triggers

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Invoicetronic MCP

4.1/10
io.github.fgasparetto/invoicetronic-mcp

MCP server for Italian electronic invoicing (SDI) via Invoicetronic API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Voice Transcriber MCP

4.1/10
io.github.fgasparetto/voice-transcriber-mcp

MCP server for transcribing Google Chat voice messages using Groq Whisper API

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Filekiwi MCP Server

4.1/10
io.github.file-kiwi/filekiwi-mcp-server

Upload files to file.kiwi and get shareable links instantly.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo →

Pushci

4.1/10
io.github.finsavvyai/pushci

AI-native zero-config CI/CD. 19 languages, 40+ frameworks. Free forever.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Firebase MCP

4.1/10
io.github.firebase/firebase-mcp

Gives AI development tools Firebase-specific capabilities and expertise.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Yazio MCP

4.1/10
io.github.fliptheweb/yazio-mcp

MCP server for accessing Yazio user & nutrition data (unofficial)

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

MCP Server

4.1/10
io.github.florentine-ai/mcp

MCP server for Florentine.ai - Natural language to MongoDB aggregations

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Flowzap

4.1/10
io.github.flowzap-xyz/flowzap

Create workflow, sequence, and architecture diagrams via AI assistants.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →

Nature Vision MCP

4.1/10
io.github.fonkychen/nature-vision-mcp

Identifies biological species, returning Latin names with confidence scores.

6.5Reliab.
5.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo →
Weekly briefing

Free · No spam

New servers, score changes, breakages

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

How scoring works

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.
Frequently asked

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.