Live · updated 3 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.

Domshell

4.7/10
io.github.apireno/domshell

Browse the web with filesystem commands. 38 MCP tools: ls, cd, grep, click, type via Chrome.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Applitools

4.7/10
io.github.applitools/applitools

The Applitools MCP server helps you create, update, and analyze visual tests using Applitools Eyes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Trabuco

4.7/10
io.github.arianlopezc/trabuco

Generate and manage production-ready Java multi-module Maven projects via AI coding agents

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Java stdio

Deepseek

4.7/10
io.github.arikusi/deepseek

MCP server for DeepSeek AI with chat, reasoning, sessions, function calling, and cost tracking

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Arm MCP

4.7/10
io.github.arm/arm-mcp

Official Arm MCP server for code migration, optimization, and Arm architecture guidance

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Agenttrust

4.7/10
io.github.assister-xyz/agenttrust

Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial probes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Atxp

4.7/10
io.github.atxp-dev/atxp

Agent wallet, email, phone, and 41 paid tools: search, image/video/music gen, SMS, calls.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Server Terminal

4.7/10
io.github.aybelatchane/mcp-server-terminal

MCP server for AI agents to interact with terminal applications. Think Playwright for terminals.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Onetool MCP

4.7/10
io.github.beycom/onetool-mcp

One MCP for devs incl Brave,Google,Tavily,Context7,AWS,Excalidraw,DB,GitHub,DevTools,Playwright

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Bitatlas

4.7/10
io.github.bitatlas-group/bitatlas

Zero-knowledge encrypted cloud storage for AI agents with client-side AES-256-GCM encryption.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Blocklens MCP Server

4.7/10
io.github.blocklens/blocklens-mcp-server

Bitcoin on-chain analytics — 109 metrics: MVRV, SOPR, NUPL, HODL Waves, CDD, cycles & more

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Project Gutenberg MCP

4.7/10
io.github.bobbyhouse/project-gutenberg-mcp

Read Project Gutenberg books via MCP. Search, fetch metadata, and retrieve text in passages.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Bulwark

4.7/10
io.github.bpolania/bulwark

AI agent governance: content scanning, audit logs, policy evaluation, session management.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Retentioncheck MCP Server

4.7/10
io.github.brianfofficial/retentioncheck-mcp-server

Pull churn from Stripe, Postgres, MySQL, or pasted feedback. AI-ranked drivers + fixes.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Database Rust stdio

Azure MCP

4.7/10
io.github.broisnischal/azure-mcp

Azure DevOps Boards work items over MCP (stdio). Requires Bun, org, project, and PAT.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Afterpaths

4.7/10
io.github.burnssa/afterpaths

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Unity Ai Bridge

4.7/10
io.github.butterlatte-zhang/unity-ai-bridge

Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero dependencies.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Wireshark MCP

4.7/10
io.github.bx33661/wireshark-mcp

Professional network analysis with tshark. Security audits, deep-dives, and threat detection.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Selfheal MCP

4.7/10
io.github.carsonroell-debug/selfheal-mcp

Self-healing proxy for MCP servers with retry, circuit breaker, and observability

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Sitehealth MCP

4.7/10
io.github.carsonroell-debug/sitehealth-mcp

Full website health audit — SSL, DNS, DMARC/SPF/DKIM, performance, uptime, links

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sugar

4.7/10
io.github.cdnsteve/sugar

Autonomous AI development system with persistent task queue and background execution

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Charityverify MCP

4.7/10
io.github.charity-verify-admin/charityverify-mcp

Look up trust grades, donor verdicts, and analysis for 138,000+ Canadian charities.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Propfirmdealfinder

4.7/10
io.github.chrisbusbin-pixel/propfirmdealfinder

Query live prop firm discount codes, compare firms, and find cheapest funded trading challenges.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Sats4Ai

4.7/10
io.github.cnghockey/sats4ai

33+ AI tools (image, video, audio, text, OCR, TTS, 3D, comms) via Lightning. No signup or keys.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Dataverse

4.7/10
io.github.codeurali/dataverse

73 tools for Microsoft Dataverse: CRUD, FetchXML, metadata, audit, batch, role privileges and more.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Opik MCP

4.7/10
io.github.comet-ml/opik-mcp

Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Csf

4.7/10
io.github.compl-i-agent/csf

NIST CSF 2.0 - Professional cybersecurity framework with 35 tools and 12 prompts

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Unreal MCP Ue4

4.7/10
io.github.conaman/unreal-mcp-ue4

UE4.27 MCP server for controlling Unreal Editor sessions over Python Remote Execution.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Pitwall

4.7/10
io.github.darshjoshi/pitwall

F1 race engineer for Claude — 67 tools for telemetry, strategy, and 75 years of history

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Dazzle

4.7/10
io.github.dazzle-labs/dazzle

Cloud stages for AI agents and live streaming. Create, manage, and broadcast content.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Deadends Dev

4.7/10
io.github.dbwls99706/deadends-dev

Structured failure knowledge for AI agents — dead ends, workarounds, error chains

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Delimit

4.7/10
io.github.delimit-ai/delimit

One workspace for every AI coding assistant. Shared tasks, memory, and governance.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Delimit MCP Server

4.7/10
io.github.delimit-ai/delimit-mcp-server

API governance for AI coding assistants. Breaking changes, policies, cross-model context.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server Trello

4.7/10
io.github.delorenj/mcp-server-trello

MCP server for Trello boards with rate limiting, type safety, and comprehensive API integration.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Ksail

4.7/10
io.github.devantler-tech/ksail

SDK for creating, managing, and operating Kubernetes clusters and workloads with ease.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Google Drive MCP

4.7/10
io.github.domdomegg/google-drive-mcp

Allow AI systems to list, search, upload, download, and manage files and folders in Google Drive.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

Google Maps Places MCP

4.7/10
io.github.domdomegg/google-maps-places-mcp

Allow AI systems to search for places and get business info via Google Maps Places API.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Lionscraper Node

4.7/10
io.github.dowant/lionscraper-node

LionScraper Node: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Lionscraper Python

4.7/10
io.github.dowant/lionscraper-python

LionScraper Python: MCP stdio + CLI + HTTP API bridging AI to LionScraper browser extension.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio

Aiquila MCP

4.7/10
io.github.elgorro/aiquila-mcp

Nextcloud MCP server — files, calendar, contacts, mail, maps, notes, tasks & 120+ more tools

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Elisym MCP

4.7/10
io.github.elisymlabs/elisym-mcp

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Elisym MCP

4.7/10
io.github.elisymprotocol/elisym-mcp

AI agent discovery, marketplace, messaging, and payments on Nostr — no platform, no middleman

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Esim

4.7/10
io.github.elliot-esimdog/mcp-esim

Provision global eSIM data plans and real mobile phone numbers for AI agents. 200+ countries.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio

Semahash

4.7/10
io.github.emergent-wisdom/semahash

Content-addressed semantics: fail-closed handshakes over 453 cognitive patterns.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Understanding Graph

4.7/10
io.github.emergent-wisdom/understanding-graph

Persistent reasoning memory for AI agents via typed cognitive nodes and supersedes edges.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

MCP Server

4.7/10
io.github.finhay/mcp-server

Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio

Everyrow MCP

4.7/10
io.github.futuresearch/everyrow-mcp

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Futuresearch MCP

4.7/10
io.github.futuresearch/futuresearch-mcp

Give your AI a research team. Forecast, score, classify, or research every row of a dataset.

6.5Reliab.
8.0Docs
3.5Maint.
1.0Adopt.
Search stdio

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New servers, score changes, breakages

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

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.

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.