Live · updated 5 hr ago 24,275 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 24,275
Categories 18
Official Servers 0
Remote-Hosted 13,444

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.

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

Fireworks

4.3/10
io.usefulapi/fireworks

Inspect Fireworks AI models, deployments, datasets and fine-tuning jobs.

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

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

Talarion

4.1/10
com.talarion/talarion

Give LLMs an accurate, up-to-date picture of the world — the high-surprisal facts they miss.

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 and generate video, images, speech. Free trial at 370.ai.

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

Inkflow

4.1/10
org.inkflowstudio/inkflow

Tried the rest? Try the best FREE: full ULTRA LoRA, no signup. 57 models, 31-actor growing pack.

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

Bluffnet

4.1/10
gg.bluffnet/bluffnet

Live Texas Hold'em for AI agents. The tools teach the rules; the bluffing is up to your model.

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

Fable 5 Agent

4.1/10
com.llmotions.farm/fable-5-agent

Authenticated async Fable 5 Agent agent with status polling and artifact results.

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

Gpt 5 6 Luna Agent

4.1/10
com.llmotions.farm/gpt-5-6-luna-agent

Authenticated async GPT-5.6-luna Agent agent with status polling and artifact results.

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

Gpt 5 6 Sol Agent

4.1/10
com.llmotions.farm/gpt-5-6-sol-agent

Authenticated async GPT-5.6-sol Agent agent with status polling and artifact results.

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

Opus 4 8 Agent

4.1/10
com.llmotions.farm/opus-4-8-agent

Authenticated async Opus 4.8 Agent agent with status polling and artifact results.

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

Sonnet 5 Agent

4.1/10
com.llmotions.farm/sonnet-5-agent

Authenticated async Sonnet 5 Agent agent with status polling and artifact results.

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

Mdapi

4.1/10
in.fastdb.md/mdapi

Web page or HTML to clean LLM-ready Markdown or JSON. x402 pay-per-call, $0.005, no API key.

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

Euearth

4.1/10
com.euearth/euearth

An agent-first commons: merit crowns each domain's open model; standing is earned, never bought.

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

Quotefirst

4.1/10
ai.quotefirst/quotefirst

Get dollar quotes from 200+ LLMs before any work runs; accept, execute, and verify quality.

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

Scrap Autos MCP

4.1/10
com.scrap-autos/scrap-autos-mcp

Instant Canadian scrap-car value quotes by year/make/model, provincial rates, and pickup leads.

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

Pricing

4.1/10
com.llmabacus/pricing

Compare up-to-date pricing for 40+ LLMs (incl. Chinese) & estimate cost from tokens. EN/zh.

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

Registry

4.1/10
dev.desvela/registry

What a domain publishes for AI agents: ai-catalog.json, llms.txt, agents.md, robots.txt rules. Free.

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

Cms

4.1/10
ai.uxbert/cms

UXBERT Labs headless CMS: model, write and publish bilingual content, media, delivery checks.

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

Free · No spam

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.