Live · updated 22 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
6,337–6,384 of 9,861 servers

Google Documents MCP

4.3/10
io.github.domdomegg/google-documents-mcp

Allow AI systems to read and edit Google Docs.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Google Sheets MCP

4.3/10
io.github.domdomegg/google-sheets-mcp

Allow AI systems to read, write, and query spreadsheet data via Google Sheets.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Openfoodfacts MCP

4.3/10
io.github.domdomegg/openfoodfacts-mcp

Search and contribute to the Open Food Facts database.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo → Website →

Shell Exec MCP

4.3/10
io.github.domdomegg/shell-exec-mcp

Execute bash commands with background job support.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Starling Bank MCP

4.3/10
io.github.domdomegg/starling-bank-mcp

Allow AI systems to view and control your Starling Bank account via MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Boondmanager MCP Server

4.3/10
io.github.fauguste/boondmanager-mcp-server

MCP Server for BoondManager API - 167 tools, 11 prompts, 21 resources (ERP/CRM)

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Openscad MCP Server

4.3/10
io.github.fboldo/openscad-mcp-server

Render STL and PNG from OpenSCAD code.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Coolify MCP

4.3/10
io.github.frndchagas/coolify-mcp

MCP server for Coolify API operations.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Expo Android

4.3/10
io.github.frndchagas/expo-android

MCP server for Android emulator automation via ADB.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Andru Intelligence

4.3/10
io.github.geter-andru/andru-intelligence

19 buyer intelligence tools for technical founders selling to enterprises.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Seline MCP

4.3/10
io.github.getseline/seline-mcp

Local MCP server for Seline Analytics API

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Genai Toolbox

4.3/10
io.github.googleapis/genai-toolbox

MCP Toolbox for Databases enables your agent to connect to your database.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo → Website →

MCP Toolbox

4.3/10
io.github.googleapis/mcp-toolbox

MCP Toolbox for Databases enables your agent to connect to your database.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo → Website →

Awardopedia

4.3/10
io.github.grayson-sys/awardopedia

Search federal government contract opportunities from SAM.gov via Claude

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Shipshots

4.3/10
io.github.gurkang/shipshots

Create App Store and Play Store screenshots with AI via MCP

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Mpm Coding

4.3/10
io.github.halflifezyf2680/mpm-coding

Tool-first MCP: AST nav, impact/flow, task chains, memo/recall.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Mpm Vibe Coding

4.3/10
io.github.halflifezyf2680/mpm-vibe-coding

Local MCP server for reliable long-running AI coding workflows.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Solematica MCP

4.3/10
io.github.hanicker/solematica-mcp

Solar estimates, provider comparison, energy prices and blog for Italy

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Financial Modeling Prep MCP Server

4.3/10
io.github.imbenrabi/financial-modeling-prep-mcp-server

MCP server for Financial Modeling Prep API with 250+ financial data tools

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Code Assistant

4.3/10
io.github.j0hanz/code-assistant

Gemini-powered MCP server for code analysis.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Code Lens

4.3/10
io.github.j0hanz/code-lens

Gemini-powered MCP server for code analysis.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Code Review Analyst

4.3/10
io.github.j0hanz/code-review-analyst

Gemini-powered MCP server for code review analysis.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Cortex MCP

4.3/10
io.github.j0hanz/cortex-mcp

Multi-level reasoning MCP server with configurable depth levels

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Provenonce

4.3/10
io.github.jarekpiot/provenonce

Cryptographic identity, SIGIL naming, heartbeat, and passports for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Rendermark

4.3/10
io.github.jmsaavedra/rendermark

Markdown to styled HTML, PDF, DOCX, and slides with themes, diagrams, and math.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Maximumsats MCP

4.3/10
io.github.joelklabo/maximumsats-mcp

Bitcoin & Lightning Network AI tools with native Lightning L402 micropayments.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Cybersim Pro

4.3/10
io.github.kayembahamid/cybersim-pro

Cybersecurity training, simulation, and incident response MCP server

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Foehn

4.3/10
io.github.kayhendriksen/foehn

Access Swiss meteorological open data from MeteoSwiss, powered by foehn

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Pyxel MCP

4.3/10
io.github.kitao/pyxel-mcp

MCP server for Pyxel, a retro game engine for Python

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio
Repo → Website →

Wxo Agent MCP

4.3/10
io.github.markusvankempen/wxo-agent-mcp

Invoke a Watson Orchestrate agent via MCP. Configure with WO_AGENT_ID.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sqlaugur

4.3/10
io.github.mbentham/sqlaugur

MCP server providing AI assistants with safe, read-only SQL Server access

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo → Website →

Virga Weather

4.3/10
io.github.mcmurrym/virga-weather

Weather API tools — current, hourly, daily forecasts, and historical data.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ghostfolio MCP

4.3/10
io.github.mhajder/ghostfolio-mcp

MCP server for Ghostfolio portfolio management and financial data access

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Zabbix MCP

4.3/10
io.github.mhajder/zabbix-mcp

MCP server for Zabbix monitoring and automation

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Open Zk Kb

4.3/10
io.github.mrosnerr/open-zk-kb

Shared, persistent memory for AI assistants, built on the Zettelkasten method.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Ytmcp

4.3/10
io.github.mrsknetwork/ytmcp

Interact with public YouTube data via the official Data API v3

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Opentargets

4.3/10
io.github.nickzren/opentargets

Open Targets MCP server for targets, diseases, drugs, variants, and evidence

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Productplan MCP Server

4.3/10
io.github.olgasafonova/productplan-mcp-server

Talk to roadmaps with AI. Query and manage bars, OKRs, ideas, and launches.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

P6Xer MCP Server

4.3/10
io.github.osama-ata/p6xer-mcp-server

An MCP server for Primavera P6 XER files.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Zap MCP

4.3/10
io.github.pierre3/zap-mcp

MCP server for OWASP ZAP vulnerability scanning with Docker management

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Dev Workflow MCP Server

4.3/10
io.github.programinglive/dev-workflow-mcp-server

MCP server to enforce development workflow discipline

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Server

4.3/10
io.github.pubnub/mcp-server

PubNub Model Context Protocol MCP Server for Cursor and Claude

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Markdown Vault MCP

4.3/10
io.github.pvliesdonk/markdown-vault-mcp

Markdown vault MCP server with FTS5 + semantic search and frontmatter indexing

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio
Repo → Website →

Ocds MCP

4.3/10
io.github.qune-tech/ocds-mcp

Search and match German public procurement tenders (OCDS) from your local LLM.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio
Repo → Website →

Sharepoint MCP

4.3/10
io.github.ravikant1918/sharepoint-mcp

MCP server for Microsoft SharePoint — manage folders, documents, and metadata.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio
Repo → Website →

Razz

4.3/10
io.github.razz-games/razz

Play provably fair games with real SOL wagering from any AI agent

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sheriff MCP

4.3/10
io.github.ryansmith4/sheriff-mcp

MCP server for fixing static analysis issues from SARIF reports with AI agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Vet MCP

4.3/10
io.github.safedep/vet-mcp

Protect your AI agents and IDEs from malicious open-source packages.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →
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.