Live · updated 7 hr ago 16,091 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 16,091
Categories 18
Official Servers 0
Remote-Hosted 7,768

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 All16,091 Git / Code10147 Other2192 Search1820 Filesystem614 Database420 Finance216 AI / ML132 Email116 Cloud87 Calendar75 Analytics57 Browser55 Design47 Docs34 DevOps32 Communication17 Web Scraping15 Productivity15
10,657–10,704 of 16,091 servers

Rust Faf MCP

4.3/10
io.github.Wolfe-Jam/rust-faf-mcp

RMCP-powered FAF server. 8 tools. Rust-native. IANA-registered .faf format.

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

Launch Engine

4.3/10
io.github.ZionHopkins/launch-engine

Agentic pipeline — 39 tools from idea to revenue for solo founders.

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

Mingle

4.3/10
io.github.aeoess/mingle

Your AI finds the right people for you. Agent-to-agent professional networking.

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

Bbb MCP Server

4.3/10
io.github.aiaiohhh/bbb-mcp-server

Persistent memory + context layer for AI dev teams. 17 tools via MCP.

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

Thegamecrafter

4.3/10
io.github.alex-gon/thegamecrafter

Design, manage, and price tabletop games on The Game Crafter via MCP.

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

Ai Memory

4.3/10
io.github.alphaonedev/ai-memory

Persistent memory for any AI — zero token cost until recall

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

Apollo MCP Server

4.3/10
io.github.apollographql/apollo-mcp-server

MCP server that exposes GraphQL operations as tools for AI models.

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

Gatesolve MCP

4.3/10
io.github.arsonx-dev/gatesolve-mcp

Solve CAPTCHAs (Turnstile, reCAPTCHA, hCaptcha) via MCP. Free tier: 100 solves.

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

Rdl MCP

4.3/10
io.github.bethmaloney/rdl-mcp

Edit SSRS reports using AI - simple tools to read and modify RDL files

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

U2 MCP

4.3/10
io.github.bpamiri/u2-mcp

Connect AI assistants to Rocket Universe/UniData MultiValue databases via MCP.

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

C64Bridge

4.3/10
io.github.chrisgleissner/c64bridge

MCP server for Commodore 64 Ultimate hardware and VICE emulator control.

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

Dataiku MCP

4.3/10
io.github.clssck/dataiku-mcp

MCP server for Dataiku DSS project, flow, and operations APIs.

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

MCP Server

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

ContextStream MCP server for code context, memory, search, and AI tools.

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

Lorcana MCP

4.3/10
io.github.danielenricocahall/lorcana-mcp

MCP server for searching, exploring, and aggregating Disney Lorcana cards.

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

Huly MCP

4.3/10
io.github.dearlordylord/huly-mcp

Huly MCP: feature-complete MCP server for Huly integration

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

Delega

4.3/10
io.github.delega-dev/delega

Task management API for AI agents. Create, delegate, and track tasks via MCP.

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

Connect Iq MCP

4.3/10
io.github.deugene/connect-iq-mcp

MCP server for Garmin ConnectIQ SDK documentation and resources

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

Airtable MCP Server

4.3/10
io.github.domdomegg/airtable-mcp-server

Read and write access to Airtable database schemas, tables, and records.

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

Barcode Scanner MCP

4.3/10
io.github.domdomegg/barcode-scanner-mcp

Scan and generate barcodes and QR codes.

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

Computer Use MCP

4.3/10
io.github.domdomegg/computer-use-mcp

Control your computer with screenshots, mouse, and keyboard automation.

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

Defuddle Fetch MCP Server

4.3/10
io.github.domdomegg/defuddle-fetch-mcp-server

Fetch content from the web, cleaned up nicely for LLMs (using Defuddle).

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

Downdetector MCP

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

Check service status and outage information via Downdetector.

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

Gmail MCP

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

Allow AI systems to read, send, archive, and manage emails via Gmail.

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

Google Cal MCP

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

Allow AI systems to list, create, update, and manage Google Calendar events.

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

Google Contacts MCP

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

Allow AI systems to list, search, and manage contacts via Google Contacts.

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

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 - 180 tools, 11 prompts, 22 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 →

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 →
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.