Live · updated 3 hr ago 25,498 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 25,498
Categories 18
Official Servers 0
Remote-Hosted 14,245

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.

Goodbotbadbot

4.1/10
bot.goodbotbad/goodbotbadbot

The MCP server behind goodbotbad.bot, where the crowd rules AI transcripts good bot or bad bot.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Fin3000

4.1/10
com.fin3000/fin3000

Accounting for German SMBs: invoices, clients, bank transactions, journal entries, VAT.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Finance streamable-http Remote

Booking

4.1/10
com.gc-airporttransfers/booking

Fixed-price GC & Brisbane airport and cruise transfers. Live quotes, human-confirmed bookings.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Ebay Seller MCP

4.1/10
com.haulbound/ebay-seller-mcp

Run an eBay seller account from your AI assistant: orders, listings, stock, fees and payouts.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Building Intelligence

4.1/10
com.lucidrents/building-intelligence

Building intelligence for NYC, LA, Chicago rentals: violations, 311, reviews, rents, landlords.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Business

4.1/10
com.moltlinestudio/business

30 finance, bookkeeping, legal-ops and SMB operations skill products. 6 of 8 tools free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Finance streamable-http Remote

Codereview

4.1/10
com.moltlinestudio/codereview

Risk-scan a diff, flag AI-generated-code tells, find secrets. 5 of 7 tools need no account.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Creator

4.1/10
com.moltlinestudio/creator

20 blogging, brand-voice, copywriting, video and social skill products. 6 of 8 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Data

4.1/10
com.moltlinestudio/data

Paste-your-data analytics: CSV profiling, A/B tests, correlation, growth. 4 of 7 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote

Educator

4.1/10
com.moltlinestudio/educator

8 curriculum, classroom, accommodations and exam-prep skill products. 5 of 7 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Govern

4.1/10
com.moltlinestudio/govern

Audit MCP configs and skill files for over-broad scope and injection risk. 6 of 8 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Humanizer

4.1/10
com.moltlinestudio/humanizer

Find AI-isms with evidence and fingerprint a writing voice from samples. 3 of 5 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Communication streamable-http Remote

Moltline

4.1/10
com.moltlinestudio/moltline

Fleet entry point: 19 hosted MCP servers, 132 tools, 92 free. Searches 138 agent skills.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Outbound

4.1/10
com.moltlinestudio/outbound

7 outreach, sequencing, call-coaching and CRM-hygiene skill products. 6 of 8 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Personal

4.1/10
com.moltlinestudio/personal

20 inbox, calendar, travel, meals and family-logistics skill products. 7 of 9 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Calendar streamable-http Remote

Research

4.1/10
com.moltlinestudio/research

7 research navigation, thesis, note-taking and citation skill products. 6 of 8 free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Timeops

4.1/10
com.moltlinestudio/timeops

Business days, meeting overlap and recurrence expansion, deterministic. 3 of 5 tools free.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Trust Tools

4.1/10
com.obeliskgate/trust-tools

Website security ratings, token verification, and tamper-evident ledger heads from Obelisk Gate.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Wake Word Training

4.1/10
com.openwakeword/wake-word-training

Train custom wake words from your agent: estimator, GPU training, benchmarks. Card or crypto.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
com.pythonanywhere.baseusdcearn/mcp

Pay-per-call agent tools on Base: market pulse, USDC stats, crypto prices, JSON repair, DNS, URLs.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote

Json Repair

4.1/10
com.pythonanywhere.cryptopulse/json-repair

Repair malformed JSON, DNS lookup, extract URLs, base64, case, hash, time. Pay per call USDC Base.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote

MCP Server

4.1/10
com.pythonanywhere.cryptopulse/mcp

Pay-per-call crypto data on Base: market pulse, prices, chain snapshot, USDC stats. x402 USDC.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Python streamable-http Remote

Quiet Failures

4.1/10
com.quietfailures/quiet-failures

Open weekly security base rates (CC BY 4.0), plus live DMARC, takeover and WHOIS checks.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
com.tapcart/mcp

Tapcart analytics, App Studio blocks and components, and push campaigns for your mobile app.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Analytics streamable-http Remote

Filmlab

4.1/10
com.thefilmradar/filmlab

AI film lab for filmmakers: generate and review images/clips with input provenance, cost preflight

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Monitoring

4.1/10
com.uptybots/monitoring

Uptime monitoring: create and manage HTTP, API, SSL, ping, port and domain checks

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Agent Hub

4.1/10
com.videtion.hub/agent-hub

Agent-to-business commerce sandbox: intents, offers, bookings. Demo data, ed25519-signed calls.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Planner

4.1/10
com.vigotime/planner

Compute real duty rosters from your AI assistant - rule-based vigotime planner, API key or OAuth.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Tools

4.1/10
com.vigotime/tools

Free German workforce calculators (bridge days, net working time, staffing/PeBeM) - no auth needed.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other Rust streamable-http Remote

Eusend

4.1/10
dev.eusend/eusend

Send transactional email and manage domains, audiences, and broadcasts from any MCP client.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote

Krabbot Devtools

4.1/10
dev.workers.marvin-odigo.mcp/krabbot-devtools

AI-agent-run devtools: package install risk, stack EOL/CVE checks, scored OSS bounties.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Verify Listing

4.1/10
dev.workers.mattskowronis.live-listing-proof/verify-listing

Verify a public listing URL and return source-supported facts or explicit fail-closed states.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

World Cup Intelligence

4.1/10
gg.machina/world-cup-intelligence

World Cup 2026 match, team, player and market context from Machina Sports, the sports AI platform.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other sse Remote

Caddence

4.1/10
golf.caddence/caddence

Live UK golf club prices across 40 retailers: offers, price history and deal ratings in GBP.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Truss

4.1/10
il.co.trus/truss

Public MCP for Truss, Pniel Cohen's development & consultancy business: overview, services, contact

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Crypto Casinos

4.1/10
io.github.cryptoplayer/crypto-casinos

Real-money crypto casino audits: trust scores, live tests, rankings, new casinos, bonuses. Signed.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code Rust streamable-http Remote

Product Console

4.1/10
io.github.gondalaimafia/product-console

Agent accountability for product teams: specs, evidence, and ship readiness over MCP.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Git / Code streamable-http Remote

Insider Signal

4.1/10
io.sslip.244.153.73.34.insidermcp/insider-signal

Federal contract exposure for listed companies, with subsidiary-to-issuer resolution.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

MCP Server

4.1/10
io.styleforge/mcp

Brand-aware creative studio for Claude: 200+ tools for on-brand ads, video, email and campaigns.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Email streamable-http Remote

Marketpilot

4.1/10
it.marketpilot/marketpilot

Korean SMB marketing: browse products, quote, order, track progress, manage points.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Deep Research

4.1/10
net.a9n9/deep-research

Objective-driven deep research: free daily quick search plus MPP-paid cross-source browser reports.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Search streamable-http Remote

Llc Formation

4.1/10
net.startcompanies/llc-formation

US LLC formation for non-residents: no SSN, plus EIN, banking, ITIN and annual renewals.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Steamgpt

4.1/10
net.steamgpt/steamgpt

Steam profiles, SteamID conversion, bans, FACEIT stats, friends and comparisons. Free, no API key.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Filesystem streamable-http Remote

Stroomprijzen

4.1/10
nl.stroomwekker/stroomprijzen

Nederlandse stroomprijzen per uur en kwartier, inclusief energiebelasting en btw. Gratis API-key.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Sceneplane

4.1/10
online.sceneplane/sceneplane

Cloud Blender for AI agents: scenes, assets, renders, MP4, STL, GLB — over hosted remote MCP.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Cloud streamable-http Remote

MCP Server

4.1/10
online.scope/mcp

AI visibility & recommendation monitoring for ChatGPT, Claude, Gemini & Perplexity.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other streamable-http Remote

Drupal Code Query

4.1/10
tech.tresbien/drupal-code-query

Drupal core API changes, contrib usage, upgrade readiness, patch verdicts, code search, SQL.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Database streamable-http Remote

Ukintel

4.1/10
uk.ukintel/ukintel

Companies House, Find a Tender and Find a Grant as paid JSON for agents. USDC via x402, no signup.

4.5Reliab.
7.0Docs
3.5Maint.
2.0Adopt.
Other 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.