Live · updated 1 hr ago 5,768 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 5,768
Categories 18
Official Servers 0
Remote-Hosted 2,019

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 All5,768 Git / Code3679 Search822 Other641 Filesystem209 Database166 AI / ML42 Email39 Finance29 Cloud27 Calendar20 Browser19 Analytics16 Docs14 DevOps13 Productivity11 Design9 Web Scraping7 Communication5
2,785–2,832 of 3,679 servers · Git / Code

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 →

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 →

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 →

Code Runner

4.1/10
io.github.formulahendry/code-runner

Code Runner MCP Server which can run code in various programming languages.

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

Uptier

4.1/10
io.github.foxintheloop/uptier

MCP-powered To-Do application with intelligent task prioritization

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

Foxit Pdf Api MCP Server

4.1/10
io.github.foxitsoftware/foxit-pdf-api-mcp-server

MCP server that exposes Foxit PDF API capabilities via stdio.

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

Cv

4.1/10
io.github.francisco-perez-sorrosal/cv

An MCP server that provides access to Francisco Perez-Sorrosal's CV

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

Stream Estate

4.1/10
io.github.fullstck/stream-estate

MCP server for the Stream.estate French real estate API

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

Qubic MCP

4.1/10
io.github.fyllepo/qubic-mcp

MCP server for Qubic — balances, prices, transfers, wallets, and more.

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

Osm Tagging Schema MCP

4.1/10
io.github.gander-tools/osm-tagging-schema-mcp

MCP server for querying and validating OpenStreetMap tags

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

Cesium MCP Dev

4.1/10
io.github.gaopengbin/cesium-mcp-dev

CesiumJS API docs, code generation and development tools for IDE AI assistants.

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

Aguara MCP

4.1/10
io.github.garagon/aguara-mcp

Security scanner for AI agent skills and MCP servers

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

Gate MCP

4.1/10
io.github.gateio-dev/gate-mcp

Gate API v4 MCP server — spot, futures, options, wallet, and more.

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

Aegis

4.1/10
io.github.getaegis/aegis

Credential isolation for AI agents. Inject secrets at the network boundary.

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

Haiku Rag

4.1/10
io.github.ggozad/haiku-rag

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

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

Swarmpay

4.1/10
io.github.ginokino/swarmpay

Payment layer for AI agents. Send USDC, manage escrows on Base blockchain.

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

Gitmem

4.1/10
io.github.gitmem-dev/gitmem

Persistent institutional memory for AI coding agents. Memory that compounds.

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

App Store Connect MCP

4.1/10
io.github.gjeltep/app-store-connect-mcp

Interact with Apple's App Store Connect API

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

Guardvibe

4.1/10
io.github.goklab/guardvibe

Security MCP for vibe coding. 313 rules, 26 tools for AI-generated code.

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

Stresszero MCP

4.1/10
io.github.gomessoaresemmanuel-cpu/stresszero-mcp

Burnout risk scoring across 3 dimensions (physical, emotional, effectiveness)

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

MCP Grafana

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

An MCP server giving access to Grafana dashboards, data and more.

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

Oracle

4.1/10
io.github.gregario/3dprint-oracle

3D printing filament and materials knowledge MCP server

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

Lego Oracle

4.1/10
io.github.gregario/lego-oracle

LEGO sets, parts, minifigs, and inventories as an MCP server

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

Tft Oracle

4.1/10
io.github.gregario/tft-oracle

TFT champion, trait, item, and augment data for LLMs via CommunityDragon

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

Warhammer Oracle

4.1/10
io.github.gregario/warhammer-oracle

Warhammer 40K and Kill Team rules, stats, and game flow MCP server

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

Growthbook MCP

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

MCP Server for interacting with GrowthBook

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

MCP Server R Counter

4.1/10
io.github.guanqun-yang/mcp-server-r-counter

A MCP Server Counting Number of r's for a Given Query

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

Guidance Lark MCP

4.1/10
io.github.guidance-ai/guidance-lark-mcp

Validate and test llguidance grammars with batch testing and documentation

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

Doom MCP

4.1/10
io.github.gunnargrosch/doom-mcp

Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client

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

Grist MCP Server

4.1/10
io.github.gwhthompson/grist-mcp-server

11 tools for managing Grist documents with AI

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

Mintclub

4.1/10
io.github.h1-hunt/mintclub

Trade bonding curve tokens on Base via Mint Club V2 — buy, sell, swap, create

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

Omni Lpr

4.1/10
io.github.habedi/omni-lpr

An MCP server for automatic license plate recognition

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

Admin MCP

4.1/10
io.github.hellocoop/admin-mcp

Model Context Protocol (MCP) for Hellō Admin API.

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

Google Sheets MCP

4.1/10
io.github.henilcalagiya/google-sheets-mcp

Powerful tools for automating Google Sheets using Model Context Protocol (MCP)

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

Agentwallet

4.1/10
io.github.hifriendbot/agentwallet

Wallet infrastructure for Ai agents. EVM + Solana. x402 payments. No KYC.

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

Hatago MCP Hub

4.1/10
io.github.himorishige/hatago-mcp-hub

Unified MCP Hub for managing multiple Model Context Protocol servers

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

Mit Dining

4.1/10
io.github.hongnoul/mit-dining

Real-time MIT dining hall menus with dietary filtering across all 6 halls

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.