Live · updated 8 hr ago 9,861 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 9,861
Categories 18
Official Servers 0
Remote-Hosted 4,033

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.

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Category All9,861 Git / Code6373 Search1248 Other1178 Filesystem367 Database254 AI / ML73 Email60 Finance58 Cloud54 Analytics38 Calendar36 Browser31 Docs24 DevOps22 Design16 Productivity14 Web Scraping9 Communication6
4,321–4,368 of 6,373 servers · Git / Code

Reportflow MCP

4.3/10
io.github.re-port-flow/reportflow-mcp

Generate PDF reports from ReportFlow templates via Claude and other AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Server

4.3/10
io.github.LanceRoylo/mcp

AEO scoring, llms.txt audit, and agent-readiness checks for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Leadbay MCP

4.3/10
io.github.leadbay/leadbay-mcp

AI lead discovery, qualification, and outreach prep on your Leadbay account.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Unifi

4.3/10
io.github.pete-builds/unifi

Safe-by-default UniFi MCP: Network + Protect, multi-site, dry-run, audit log.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Audit

4.3/10
io.github.commitshow/audit

Score any public GitHub repo 0-100 against the commit.show audit rubric.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Zap Server

4.3/10
io.github.dtkmn/mcp-zap-server

Safe, self-hosted OWASP ZAP operator for guided AI security scans and reports.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Cron Self Heal

4.3/10
io.github.dailyaiagents-cpu/cron-self-heal

Watcher — surfaces crons in error state

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Founder Letter Audio

4.3/10
io.github.dailyaiagents-cpu/founder-letter-audio

Renders a Cooper-edited founder letter to MP3 via ElevenLabs TTS

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Gateway Pulse

4.3/10
io.github.dailyaiagents-cpu/gateway-pulse

Probe Hermes/OpenClaw/Paperclip/Obsidian

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Launchd Drift Recovery

4.3/10
io.github.dailyaiagents-cpu/launchd-drift-recovery

Watcher — kickstart -k drifted critical plists

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Mrr Floor Check

4.3/10
io.github.dailyaiagents-cpu/mrr-floor-check

Daily Stripe MRR query against a configured floor

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Skill Invocation Tracker

4.3/10
io.github.dailyaiagents-cpu/skill-invocation-tracker

Append-only telemetry helpers — track_start and track_end

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Stale Gate Janitor

4.3/10
io.github.dailyaiagents-cpu/stale-gate-janitor

Daily 04:00 CT housekeeping over data/approval-gates/

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

M Dev Tools MCP

4.3/10
io.github.m-dev-tools/m-dev-tools-mcp

MCP server wrapping the m-dev-tools catalog: route_intent, describe, verify.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Neuraldraft MCP

4.3/10
io.github.vbalagovic/neuraldraft-mcp

Neural Draft MCP — CMS, blog, bookings, galleries, commerce. 38 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Colter

4.3/10
io.github.mfbahc/colter

MCP server for agentic commerce checks, fixes, Lens, tests, and Evidence Packs.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Spreadsheet MCP

4.3/10
io.github.PSU3D0/spreadsheet-mcp

Agent-safe Excel workbook analysis, editing, recalc, and verification tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Clawops

4.3/10
io.github.dfridkin/clawops

Deploy and manage self-hosted OpenClaw instances across clouds

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Archy

4.3/10
io.github.hslee16/archy

Architectural sensor for Python codebases.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Python stdio
Repo → Website →

Hilma MCP

4.3/10
io.github.Aimiten/hilma-mcp

MCP server for Finnish public procurement notices (Hilma). Built by Aimiten.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Dr MCP

4.3/10
io.github.Inferensys/dr-mcp

Audits MCP configs, scores risk, and creates reversible repair plans.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Signet Eval

4.3/10
io.github.jmcentire/signet-eval

Deterministic policy enforcement and MCP management for AI agent tool calls.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Local Ydb MCP

4.3/10
io.github.astandrik/local-ydb-mcp

Operate local-ydb deployments through local or SSH-backed MCP tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Nexus Legal

4.3/10
io.github.djtellado/nexus-legal

International legal analysis (ISO 31000) across 31 jurisdictions — 11 tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Zaai Dev MCP

4.3/10
io.github.POLONIBOI/zaai-dev-mcp

Zaai Dev brand brief + captured design references for MCP-compatible AI tools.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Changedetection MCP

4.3/10
io.github.rusty4444/changedetection-mcp

MCP server for ChangeDetection.io website monitoring and change history.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Hermes Grocy MCP

4.3/10
io.github.rusty4444/hermes-grocy-mcp

MCP server for Grocy household ERP inventory and shopping workflows.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Shiori MCP

4.3/10
io.github.rusty4444/shiori-mcp

MCP server for Shiori bookmark management and tag workflows.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Wallabag MCP

4.3/10
io.github.rusty4444/wallabag-mcp

MCP server for wallabag read-it-later entries, tags, and annotations.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code Rust stdio
Repo → Website →

Nautilus Compass

4.3/10
io.github.chunxiaoxx/nautilus-compass

Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Onto

4.3/10
io.github.ravixalgorithm/onto

Clean Markdown and AI-readability scoring for any URL. Built for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Gdd

4.3/10
io.github.imVSmirnov/gdd

AI-controlled browser farm: N isolated Chromium instances with 36 MCP tools

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Tokentrace

4.3/10
io.github.abhiyoheswaran1/tokentrace

Local-first AI CLI usage analytics for agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Sayba Skill Market

4.3/10
io.github.saybanet/sayba-skill-market

Discover, invoke, publish, and rate AI Agent skills on Sayba platform

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Aidance MCP

4.3/10
io.github.rocnubie/aidance-mcp

Turn photos into realistic dance videos with AI motion transfer.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Aiphotoeditor MCP

4.3/10
io.github.rocnubie/aiphotoeditor-mcp

Best AI Photo Editor powered by GPT Image 2, Flux, Nano Banana & more.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Meigenai MCP

4.3/10
io.github.rocnubie/meigenai-mcp

Meigen AI is a curated meigen ai image prompt library.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Soorafr MCP

4.3/10
io.github.rocnubie/soorafr-mcp

Creez des images et videos exceptionnelles avec l'IA.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Tiramisu Ai MCP

4.3/10
io.github.rocnubie/tiramisu-ai-mcp

Tiramisu AI is an AI product. See the official site for full feature details.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Taype

4.3/10
io.github.taylormadeapps/taype

Control the TayPE desktop DAW locally via MCP.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Plant Genomics MCP

4.3/10
io.github.musharna/plant-genomics-mcp

Plant genomics MCP — 32 tools across 11 backends with cross-source synthesis.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Broker

4.3/10
io.github.NavinAgrawal/mcp-broker

Local MCP broker that exposes one compact entry for many upstream servers.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Digger

4.3/10
io.github.janeksm/mcp-digger

Progressive on-demand access to .NET NuGet package source for AI coding agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

MCP Server

4.3/10
io.github.compute-finance/mcp

Live AI compute pricing oracle — real-time LLM model prices across providers

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Tapd MCP Server

4.3/10
io.github.scizuixiangsis/tapd-mcp-server

在 Cursor/Copilot 中查询、分析和回填 TAPD bug / 需求

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code stdio
Repo → Website →

Calories Club

4.1/10
app.recordo.api/calories-club

AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging

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

Census Cbp

4.1/10
com.olyport/census-cbp

Establishment counts, employment, and payroll by geography and NAICS code from Census CBP

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

MCP Server

4.1/10
com.translatesheet/mcp

Accurate, brand-controlled translation for text, code, images, and documents with terminology.

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

Free · No spam

New servers, score changes, breakages

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

How scoring works

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.
Frequently asked

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.