Live · updated 15 hr ago 41,542 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 41,542
Categories 18
Official Servers 0
Remote-Hosted 26,560

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.

Dossier

4.5/10
ai.imboard/dossier

MCP server for dossier automation standard - enables LLMs to discover, verify, and execute dossiers

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Security

4.5/10
co.promptguard/security

Scan prompts for injection attacks, redact PII, and audit LLM SDK usage from any MCP client

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

MCP Server

4.5/10
com.promptibus/mcp

Model intelligence for AI agents — syntax, params, pricing for 67+ generative AI models.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Powerbi Modeling MCP

4.5/10
com.microsoft/powerbi-modeling-mcp

The Power BI Authoring MCP server lets an AI agent create and change Power BI semantic models.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

MCP Server

4.5/10
com.coinrailz/mcp

63 paid services via USDC: crypto analytics, satellite, IoT, AI inference, prediction markets.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

MCP Server

4.5/10
com.hushvert/mcp

File conversion for AI agents: office docs, PDF to Word, video, and LLM-ready markdown via API.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Server

4.5/10
ai.callmcp/server

One MCP tool contract for telephony — any call provider, hosted, local, or BYOK.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Sema

4.5/10
com.sema-lang/sema

MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

MCP Agent Accessibility Auditor

4.5/10
com.mambabuilt/mcp-agent-accessibility-auditor

Audit whether an AI agent can read a site: llms.txt, robots AI rules, structured data.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Image Gen

4.5/10
com.nuverlabs/image-gen

Generate and edit images from your coding agent with Gemini and OpenAI, using your own API keys.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

MCP Server

4.5/10
dev.leanroute/mcp-server

Leanroute MCP: route to 13 LLM providers, check pricing/usage/credit, manage keys from any agent.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Moltarch

4.3/10
com.moltarch/moltarch

Marketing intelligence API for AI agents. Real campaign data, not LLM guesses.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

MCP Server

4.3/10
com.wix/mcp

A Model Context Protocol server for Wix AI tools

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML sse Remote

Svelte Llm MCP

4.3/10
garden.stanislav.svelte-llm/svelte-llm-mcp

An MCP server that provides access to Svelte 5 and SvelteKit documentation

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Revit

4.3/10
io.scanbimlabs/revit

Revit model query + APS Design Automation runner.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Tracepiishield MCP

4.3/10
com.clauxel.tracepiishield/tracepiishield-mcp

PII scanning and redaction receipts for LLM traces and tool payloads.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

MCP Server

4.3/10
com.unifically/mcp

One API for 100+ AI video, image, music and speech models.

6.5Reliab.
5.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Memento

4.3/10
com.runmemento/memento

Local-first, LLM-agnostic memory layer for AI assistants.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

MCP Server

4.3/10
ai.wavespeed/mcp

Run any model on the live WaveSpeed catalog: image, video, audio, 3D.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Memory Dream Engine

4.3/10
cn.savantcat/memory-dream-engine

零 LLM 事实提取 + 三维信号评分 + 艾宾浩斯衰减 + 五阶段梦境流水线与内容发芽检测,纯计算零依赖

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Tooldrift

4.3/10
tech.thecompound/tooldrift

ToolDrift: Current AI model pricing and which models coding tools route to.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
AI / ML stdio

Cms Medicare

4.1/10
com.olyport/cms-medicare

Medicare spending, chronic conditions, hospital quality, readmissions, and enrollment

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Zeroheight

4.1/10
com.zeroheight/zeroheight

Connect AI assistants to zeroheight styleguides using the Model Context Protocol

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Roboflow MCP

4.1/10
com.roboflow/roboflow-mcp

Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Gold Prices

4.1/10
com.zahabprice/gold-prices

Live gold & silver prices for 37 countries. Tamara/Tabby installment calculators for Saudi Arabia.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML Rust streamable-http Remote

Promptguardscan MCP

4.1/10
space.promptguardscan/promptguardscan-mcp

Paid remote MCP for LLM security scans, jailbreak checks, analytics, checkout, and readiness.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Quantifyme

4.1/10
ai.quantifyme/quantifyme

Describe a trading strategy in plain English and deploy a live signal model in one call. No signup.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Public

4.1/10
com.scmodeling/public

Supply-chain network design via simulation, optimization, and greenfield analysis.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Website Builder

4.1/10
com.mcpvillage/website-builder

Build & edit your own website by talking to your LLM: pages, forms, SEO, analytics. Free to start.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Livonian

4.1/10
com.valksor/livonian

Grounds LLMs in the real Livonian dictionary: attested words, inflections, romanization.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Ai Gateway

4.1/10
ai.router/ai-gateway

One key, 100+ models: chat with any LLM, generate images and speech. Live model list. Free trial.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Norse

4.1/10
com.valksor/norse

Grounds LLMs in real Old Norse: lemmas, mediopassive paradigms, English→Old Norse lookup.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Scythian

4.1/10
com.valksor/scythian

Grounds LLMs in real Scythian: Proto-Scythian lemmas, etymologies, Ossetian/Khotanese descendants.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Slavonic

4.1/10
com.valksor/slavonic

Grounds LLMs in real Church Slavonic: Wiktionary lemmas, dual-number paradigms, transliteration.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Ai Api Radar

4.1/10
com.dropwatchhq/ai-api-radar

Live LLM API price + status radar across 11 providers, with public per-model price HISTORY.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Soil

4.1/10
dev.nativesoil/soil

Save an AI chat's working state, load it in any other model or provider. Verified, secret-safe.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Screenshot

4.1/10
com.apiscreenshot/screenshot

Screenshot any URL/HTML as PNG/JPEG/WebP, or read it as clean Markdown/text for LLMs.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Banking Financial Stability MCP

4.1/10
com.thenextgennexus/banking-financial-stability-mcp

Drop-in proxy keeping OpenAI Assistants API calls working past the August 26, 2026 sunset, plus a Th

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Healthcare Fda Intelligence MCP

4.1/10
com.thenextgennexus/healthcare-fda-intelligence-mcp

Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owner name, address, airw

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

MCP Server

4.1/10
com.modelpricewatch/mcp

Live LLM API pricing: token prices, comparisons, cheapest-model lookups. No key required.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

The Junkyard

4.1/10
guru.junkyard.botfeeder/the-junkyard

Parsed public-domain market data for AI agents, priced below DIY inference cost, paid via x402.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

MCP Server

4.1/10
com.cheapestinference/mcp

Discover unlimited LLM inference pools, get USDC quotes, subscribe on Base, check key status.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Relm

4.1/10
com.relmcrm/relm

API-first CRM for LLMs - contacts, companies, deals and activities over a native MCP server.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Evidence Ledger

4.1/10
com.saasdossier/evidence-ledger

Read-only MCP: free OpenAI security evidence ledger (55 fields) + SaaSDossier release register.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Ai Portal

4.1/10
ai.ai-portal/ai-portal

Live AI data for agents: model releases, regulations (EU AI Act), GenAI glossary, daily news.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Footdigest

4.1/10
com.footdigest/footdigest

Calibrated, sourced football predictions: odds, tournament sims, standings, brackets, model card.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Gen

4.1/10
ai.klodkot/gen

Best Image and video generation: 20+ models (Kling, Seedance, Veo, NB, FLUX.2), OAuth, pay-per-use.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Router

4.1/10
com.orioralabs/router

AI model routing on your own vendor keys: pick the best model per prompt, or route and run it.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

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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.