Live · updated 15 hr ago 15,953 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 15,953
Categories 18
Official Servers 0
Remote-Hosted 7,695

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.

Blatui

4.9/10
io.github.anousss007/blatui

shadcn/ui for Laravel Blade — discover, read and install BlatUI components, blocks and charts.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Horizon Shield

4.9/10
io.github.ogasurfproject-jpg/horizon-shield

Independent auditor for construction estimates. Flags overcharge with verifiable signed receipts.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Gwas Catalog

4.9/10
io.github.pipeworx-io/gwas-catalog

GWAS Catalog (EBI/NHGRI) MCP — curated catalog of genome-wide association studies.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Macrostrat

4.9/10
io.github.pipeworx-io/macrostrat

Macrostrat MCP — geologic map / column / unit data for North America and beyond.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Socialgpt

4.9/10
io.github.scrollmark/socialgpt

Social media analytics, video analysis, and competitor intel for any MCP-compatible AI agent.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Webcake Landing MCP

4.9/10
io.github.vuluu2k/webcake-landing-mcp

Build, validate, and persist Webcake landing-page source JSON: element schemas plus AI usage hints.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Reassign

4.9/10
app.reassign/reassign

Reassign: a circular 24-hour calendar and time-tracking copilot with ADHD-friendly scheduling.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Calendar streamable-http Remote

MCP Server

4.9/10
ca.swiftsign/mcp

E-signatures for agents: mint a sandbox key, send PDFs, track status, download the sealed result.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Energyai

4.9/10
com.energyaisolution/energyai

Free energy intel for agents: incentives, solar estimates, node scores, cited guides, lead routing.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Linkedin MCP

4.9/10
com.fintalio/linkedin-mcp

LinkedIn outreach MCP server — 19 tools for AI agents to prospect, sequence, and manage contacts.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Brain

4.9/10
com.minddory/brain

Turn AI chats into vocabulary: capture words and grammar into spaced-repetition flashcards.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
com.ranomics/mcp

Wet-lab triage for AI binder-design agents. Yeast display, mammalian display, DMS at library scale.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Design streamable-http Remote

Etsy Data

4.9/10
com.selloracle/etsy-data

Pre-computed Etsy market data for AI agents: Blue Ocean niche scores, best sellers, top shops.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Email

4.9/10
dev.primitive/email

Email infrastructure for AI agents — send, receive, search, and reply to email over MCP.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Tracepass

4.9/10
eu.tracepass/tracepass

Manage products, EU Digital Product Passports, operator parties, and GS1 EPCIS supply-chain events.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Clearmarket

4.9/10
fyi.clearmarket/clearmarket

Reference data for prediction markets: graded resolution clarity, cross-venue links, provenance.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Wikivibe MCP

4.9/10
io.github.AlexMi64/wikivibe-mcp

Search and read public Wikivibe articles about AI coding, agents, MCP, GEO, bots and deployment.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

MCP Trading

4.9/10
io.github.CoinRithm/mcp-trading

Keyless prediction-market data across 10 venues plus paper-trading of crypto spot, futures, and PM.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Swapwizard MCP

4.9/10
io.github.DeFiRe-business/swapwizard-mcp

Non-custodial DeFi for AI agents: swaps, concentrated liquidity (V3/V4) zaps + ranges, 5 EVM chains

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Forge MCP

4.9/10
io.github.FoundryNet/forge-mcp

Cross-OEM industrial machine intelligence: identity, normalization, automation, attestation.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Mint MCP

4.9/10
io.github.FoundryNet/mint-mcp

Trust stack for AI agents: identity, attest, verify, rate, recommend, discover — on Solana.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Pickanagency

4.9/10
io.github.Natden444/pickanagency

Search 47,000+ marketing agencies and get AI-matched with fitted agencies, from Pick an Agency.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Agentcron

4.9/10
io.github.Noriget/agentcron

Schedule tasks for later from your AI agent: reminders, delayed webhooks, recurring jobs.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Agentping

4.9/10
io.github.Noriget/agentping

Let your AI agent notify you by email, Slack, Discord, or webhook. One tool: send_notification.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Validatethat MCP

4.9/10
io.github.RyanByrne/validatethat-mcp

Run UX research from Claude — create card sort studies, list studies, pull headline stats.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Courier

4.9/10
io.github.antonioac1/courier

Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge and LN payments.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Signaldaemon

4.9/10
io.github.bevanding/signaldaemon

Narrative & signal intelligence for AI agents: crypto/AI/macro convergence & divergence.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Hacecuentas

4.9/10
io.github.grblasquiz/hacecuentas

Free calculators as MCP tools: finance, taxes, health, units, dates. Search, fetch & compute.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search Rust streamable-http Remote

Nextrole

4.9/10
io.github.hyperdrift-io/nextrole

A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Bookrails

4.9/10
io.github.pinalmdave/bookrails

Find and book local businesses — agents search, check availability, get a quote, and book.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Pombase

4.9/10
io.github.pipeworx-io/pombase

PomBase MCP — the fission yeast (Schizosaccharomyces pombe) model-organism database.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Orchestkit

4.9/10
io.github.yonatangross/orchestkit

Read-only MCP server for the OrchestKit docs: full-text search + Markdown fetch. No auth.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Engineering Analytics

4.9/10
io.keypup/engineering-analytics

Generate answers & visualizations from your engineering data to track software development health.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Analytics Rust streamable-http Remote

Gpu

4.9/10
ai.joinmultiplayer/gpu

Agent-to-agent network for teams: dm, who-knows-X routing, shared rooms. Human-in-the-loop.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Decibel Shield

4.9/10
app.decibelshield/decibel-shield

Noise data tools: city noise rankings, decibel levels of common sounds, NIOSH safe-exposure math.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
app.mashop/mcp

Build, deploy and manage MaShop e-commerce projects from Claude, Cursor or any MCP client.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
DevOps streamable-http Remote

Noemic Fabs

4.9/10
app.noemic/noemic-fabs

Custom manufacturing for AI agents: parametric CAD in chat, DFM checks, USD quotes, print ordering.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Agenttune

4.9/10
com.agent-tune/agenttune

Personality tuning files for AI agents: 43 MIT-licensed tunings + 5 inline personality tests.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

MCP Server

4.9/10
com.changethisfile/mcp

Convert files between 690+ formats: image, video, audio, documents, ebooks, archives. Free, no auth.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Floods

4.9/10
com.daedalmap/floods

Global flood events and extent 1985-present from the Dartmouth Flood Observatory and GFD.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Population

4.9/10
com.daedalmap/population

Global population estimates from WorldPop, 2000-2030, at country and sub-national levels.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Tornadoes

4.9/10
com.daedalmap/tornadoes

US tornado events 1950-present from the NOAA Storm Prediction Center: EF rating, tracks, damage.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Fiatdock MCP

4.9/10
com.fiatdock/fiatdock-mcp

Non-custodial USDC bank for AI agents via x402 + Transak. Own funds only; PT + EU/EEA; 18+.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

World Model

4.9/10
com.insidedcpulse/world-model

Event-sourced world model for multi-LLM agents: propose, validate, and read a shared state.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
AI / ML streamable-http Remote

Kordi MCP Server

4.9/10
com.kordiapp/kordi-mcp-server

Track, analyze, and act on your streaming and SaaS subscriptions from any AI agent.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Aegis

4.9/10
com.undercurrentholdings/aegis

Six-gate governance for AI agents: PROCEED/PAUSE/HALT decisions with hash-chained audit trails.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.9/10
dev.adcrunch/mcp

Ask AI about your ads — query Meta, TikTok, and Google Ads performance in natural language.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Filetopdf MCP

4.9/10
dev.filetopdf/filetopdf-mcp

Convert files, HTML, and Markdown to PDF via the FileToPDF API. Bring your own API key.

6.5Reliab.
8.0Docs
3.5Maint.
2.0Adopt.
Filesystem 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.