Live · updated 12 hr ago 5,881 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 5,881
Categories 18
Official Servers 0
Remote-Hosted 2,082

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 All5,881 Git / Code3763 Search833 Other649 Filesystem211 Database167 AI / ML44 Email39 Finance30 Cloud28 Calendar22 Browser19 Analytics16 Docs14 DevOps14 Productivity11 Design9 Web Scraping7 Communication5
2,737–2,784 of 5,881 servers

Cloudflare

4.5/10
io.github.ofershap/cloudflare

MCP server to manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE

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

Dns

4.5/10
io.github.ofershap/dns

MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config

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

Docker

4.5/10
io.github.ofershap/docker

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

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

Contrast Checker MCP

4.5/10
io.github.ogSINGH/contrast-checker-mcp

MCP - WCAG 2.1 color contrast checker - contrast ratios, compliance and accessible color suggestions

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

K8S Port Forward MCP

4.5/10
io.github.oijusti/k8s-port-forward-mcp

Kubernetes Port Forward — MCP Server: port-forward Kubernetes services with terminal integration

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

Mediawiki MCP Server

4.5/10
io.github.olgasafonova/mediawiki-mcp-server

Search, read, and edit any MediaWiki wiki. Works with Wikipedia, Fandom, and more.

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

Omega Memory

4.5/10
io.github.omega-memory/omega-memory

Persistent memory, coordination, and learning for AI agents. Local-first, 25 MCP tools.

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

MCP Server Tfl

4.5/10
io.github.oneill9/mcp-server-tfl

Community-built server providing real-time London transport data via the TfL Unified API

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

Clawtube MCP

4.5/10
io.github.oogdevs/clawtube-mcp

Minimal MCP server for ClawTube — a small, auditable control plane for skills and agents.

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

Stats Compass

4.5/10
io.github.oogunbiyi21/stats-compass

50+ pandas-powered tools for data loading, cleaning, visualization, and ML workflows

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

Token Optimizer MCP

4.5/10
io.github.ooples/token-optimizer-mcp

Intelligent token optimization achieving 95%+ reduction through caching, compression, and 80+ tools

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

Baepsae

4.5/10
io.github.oozoofrog/baepsae

Local MCP server for iOS Simulator and macOS app automation with a native Swift bridge

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

MCP Server

4.5/10
io.github.opencontext-team/mcp-server

An MCP server that provides visual memory and context storage with knowledge graph capabilities

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

Spec Score MCP

4.5/10
io.github.openpoem/spec-score-mcp

Score your specs before feeding them to an LLM. MCP server with radar chart visualization.

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

Operant MCP

4.5/10
io.github.operantlabs/operant-mcp

Security testing MCP server for penetration testing, forensics, and vulnerability assessment

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

Bazaar MCP

4.5/10
io.github.opspawn/bazaar-mcp

x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning

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

Spot

4.5/10
io.github.orbs-network/spot

Create gasless market, limit, TWAP, stop-loss, take-profit, and delayed-start swap orders.

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

Shouldigo Surf

4.5/10
io.github.orlench/shouldigo-surf

MCP server for Should I Go? — real-time surf conditions for 73+ beaches worldwide

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

Simple MCP Server

4.5/10
io.github.ormastes/simple-mcp-server

Simple Language MCP server — code intelligence, debugging, build, test, and VCS tools

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

Rekt

4.5/10
io.github.osfrekt/rekt

REKT Store — browse and buy REKT drinks with AI-discounted pricing from any MCP client

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

Cloakmcp

4.5/10
io.github.overtimepog/CloakMCP

Stealth browser MCP server — anti-detection Chromium with snapshot-first agent interface

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

Agentmem

4.5/10
io.github.oxgeneral/agentmem

Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLite file.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Tolk MCP Server

4.5/10
io.github.oxgeneral/tolk-mcp-server

MCP server for the Tolk smart contract compiler. Compile, validate, and explore TON contracts.

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

Etld MCP Server

4.5/10
io.github.pablixnieto2/etld-mcp-server

Deterministic B2B Data Middleware. Waterfall parsing for CSV, EDI, SEC & Finance. No hallucinations.

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

Pageguard MCP

4.5/10
io.github.pageguard/pageguard-mcp

Privacy compliance scanning for AI coding tools. Detects tracking tech, cookies, and data gaps.

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

Pmcp

4.5/10
io.github.paiml/pmcp

High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility

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

Datawrapper MCP

4.5/10
io.github.palewire/datawrapper-mcp

A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI assistants

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

Omen

4.5/10
io.github.panbanda/omen

Multi-language code analysis for complexity, debt, hotspots, ownership, and defect prediction

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

MCP Server

4.5/10
io.github.pathmodeio/mcp-server

Build intent specs via Socratic AI conversation. Connect to your Intent Layer for context.

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

Limps

4.5/10
io.github.paulbreuler/limps

MCP planning server for AI agents — plan management, full-text search, and task lifecycle

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

Markview

4.5/10
io.github.paulhkang94/markview

Native macOS markdown preview with MCP server for Claude Code. Swift/SwiftUI, no Electron.

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

Badge

4.5/10
io.github.payclaw/badge

Agents are not bots. Prove it. MCP-native identity declaration for authorized agents.

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

Payclaw

4.5/10
io.github.payclaw/payclaw

Virtual Visa cards for AI agents. JIT card issuance, human-approved, MCP-native.

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

Spend

4.5/10
io.github.payclaw/spend

Agents are not bots. PayClaw proves it — then lets them pay. Badge + Spend on existing Visa rails.

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

Agentos

4.5/10
io.github.pdaxt/agentos

AI agent fleet orchestration runtime. Spawn, coordinate, monitor autonomous agents.

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

Flik

4.5/10
io.github.pdeloulay/flik

Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.

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

Flik MCP

4.5/10
io.github.pdeloulay/flik-mcp

Flik - Agentic Product Delivery Platform. Visit flik.nomadis.com for more information.

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

Android Puppeteer MCP

4.5/10
io.github.pedro-rivas/android-puppeteer-mcp

MCP server for Android automation with UI interaction, screenshots, and device control

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

Bridgekitty

4.5/10
io.github.persistenceOne/bridgekitty

Cross-chain bridge aggregator — compares LI.FI, deBridge, Relay, Across & more for best rates.

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

Postfast MCP

4.5/10
io.github.peturgeorgievv-factory/postfast-mcp

MCP server for the PostFast API — schedule and manage social media posts via AI tools

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

Agentlookup MCP

4.5/10
io.github.peureka/agentlookup-mcp

Search, discover, and register AI agents in the public registry at agentlookup.dev.

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

Postgres MCP

4.5/10
io.github.pgEdge/postgres-mcp

Enterprise PostgreSQL MCP server with NL queries, hybrid search (pgvector+BM25), and web UI

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Database stdio
Repo →

Bolor Brain MCP

4.5/10
io.github.photoxpedia/bolor-brain-mcp

Cognitive architecture MCP server with memory, learning, and contextual understanding

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

Maildev MCP

4.5/10
io.github.pierre3/maildev-mcp

MailDev MCP server. Manage Docker containers and inspect emails from your AI editor or MCP client.

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

Fodda

4.5/10
io.github.piers-fawkes/fodda

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

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

MCP Gads

4.5/10
io.github.pijusz/mcp-gads

Google Ads MCP server — query campaigns, keywords, assets & more via natural language

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

MCP Mailtrap

4.5/10
io.github.pijusz/mcp-mailtrap

MCP server for the Mailtrap email platform — analytics, sending, contacts, sandbox

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

Sayou

4.5/10
io.github.pixell-global/sayou

Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.

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