Live · updated 12 hr ago 44,002 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 44,002
Categories 18
Official Servers 0
Remote-Hosted 28,466

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.

Skillworks

4.3/10
tech.thecompound/skillworks

SkillWorks: Search published Claude Code skills, plugins and marketplaces.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Stacktab

4.3/10
tech.thecompound/stacktab

StackTab: SaaS service pricing and monthly stack cost estimates.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Stillshipping

4.3/10
tech.thecompound/stillshipping

StillShipping: Check whether a developer tool is still maintained.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Storeready

4.3/10
tech.thecompound/storeready

StoreReady: Whether AI app builders produce apps that pass App Store review.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other Rust 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

Miru

4.3/10
ai.takara/miru

Hybrid semantic and keyword code search for coding agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

MCP Server

4.3/10
com.skanqrcode/mcp-server

Check whether a URL or IP is safe before an AI agent fetches or opens it.

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

Control

4.3/10
com.pixharvest/esp32-control

Control ESP32 IoT devices from AI agents: status, GPIO, ADC, reboot.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Mxik

4.3/10
io.github.azabroflovski/mxik

Search MXIK (IKPU) product codes of Uzbekistan on tasnif.soliq.uz. Unofficial.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Rustjunosmcp

4.3/10
io.github.mechubsec/rustjunosmcp

Juniper Junos/SRX MCP server: scoped, audited, two-person change control. Rust.

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

Pg Bloat Detective

4.3/10
io.github.r69shabh/pg-bloat-detective

Read-only Postgres bloat verdicts: blockers, timelines, REINDEX proof.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

Unitares

4.3/10
io.github.cirwel/unitares

Accountability infrastructure for long-running AI agents.

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

Custovox Sentiment

4.3/10
io.github.jeremdecustovox/custovox-sentiment

Custovox AI customer sentiment analysis MCP server

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

MCP Api Guardian

4.3/10
io.github.petrovicistefan/mcp-api-guardian

Local OpenAPI contract and breaking-change checks for AI agents.

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

MCP Cost Optimizer

4.3/10
io.github.petrovicistefan/mcp-cost-optimizer

Local-first LLM cost analysis and model-switch savings estimates for AI agents.

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

MCP Database Doctor

4.3/10
io.github.petrovicistefan/mcp-database-doctor

Offline PostgreSQL query, migration and EXPLAIN diagnostics for AI agents.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Database stdio

MCP Dependency Doctor

4.3/10
io.github.petrovicistefan/mcp-dependency-doctor

Read-only npm dependency diagnostics for AI coding agents.

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

MCP Seo Auditor

4.3/10
io.github.petrovicistefan/mcp-seo-auditor

Read-only static SEO audits and bounded crawling for AI agents.

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

Zennodroid

4.3/10
com.zennolab/zennodroid

Create, configure, start and monitor ZennoDroid tasks and their sessions.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Zennoposter

4.3/10
com.zennolab/zennoposter

Create, configure, start and monitor ZennoPoster tasks and their sessions.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Prinfer

4.3/10
io.github.clockblocker/prinfer

TypeScript inferred types, completions and type errors for AI coding agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio

Macos MCP Server

4.3/10
io.github.deploymenttheory/macos-mcp-server

Local macOS 27 desktop automation through MCP on Apple silicon.

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

Ffc

4.3/10
io.github.nasroykh/ffc

Read and change documents, reports and workflows on Frappe and ERPNext sites.

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

Typeprobe

4.3/10
io.github.clockblocker/typeprobe

TypeScript inferred types, completions and type errors for AI coding agents

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Git / Code TypeScript stdio

Portage

4.3/10
io.github.tomtom87/portage

Serve a Shopify store's catalog to AI shopping agents over MCP (read-only).

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

Sstim

4.3/10
io.github.w3c-cg/sstim

SSTIM reference for senses, stimuli, perception and scientific contributions.

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

Searchio

4.3/10
io.github.IOServicesLabs/searchio

Keyless web search and page reading for AI agents, built to get past bot walls.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Architecture Intelligence Platform

4.3/10
io.github.michaelegner/architecture-intelligence-platform

Evidence-qualified architecture context for coding agents.

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

Llm

4.3/10
io.github.sezzlee/llm

Let a planning agent hand bounded language work to a local Ollama model.

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

Ascapi

4.3/10
io.github.smbcloudXYZ/ascapi

Forget Fastlane, this is the app stores coolest API.

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

Proxbase

4.3/10
io.github.virtbase/proxbase

Create, test and break real Proxmox VE clusters in QEMU/KVM on the local host.

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

Webcam

4.3/10
io.github.1019666077-bit/webcam

Give LLM agents webcam access: capture photos and record short videos over MCP.

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

Staan MCP

4.3/10
io.github.MarcinWolnyEU/staan-mcp

Web search with full-page content and grounded answers from the Staan API.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search Rust stdio

Reverseport

4.3/10
io.github.laaielichter/reverseport

Reverse engineer anything. Port it anywhere. One MCP server for coding agents.

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

Nexus MCP

4.3/10
io.github.madhvendrasinghsolanki/nexus-mcp

Search Notion and Supabase through one safety-focused MCP server.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Rustmistmcp

4.3/10
io.github.mechubsec/rustmistmcp

HPE Juniper Mist MCP server: scoped, audited, two-person change control. Rust.

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

MCP Server

4.3/10
io.demarker/mcp

Identify what an AI image carries (marks, metadata, watermarks), then clean it.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Addy MCP

4.3/10
io.github.Former-Stranger/addy-mcp

Manage addy.io email aliases, recipients, domains, rules and blocklist.

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

Codeagent Memory

4.3/10
io.github.HanochZhu/codeagent-memory

Local code graph and solution memory for coding agents via CLI and MCP.

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

Motozmo

4.3/10
io.github.Rehana-A/motozmo

Search motozmo.com's motorcycle repair guides and gear reviews.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Maxgraph

4.3/10
io.github.RuMemory/maxgraph

Self-hosted persistent memory for AI agents: knowledge graph and hybrid search.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Lawn Mowing Calculator MCP

4.3/10
io.github.any1tan/lawn-mowing-calculator-mcp

Lawn area, mowing time and mowing price estimate tools for AI assistants.

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

MCP Server

4.3/10
io.github.archestack/mcp

Search, rank and compare open-source AI projects with Archestack's open data

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Search stdio

Youtube Channel

4.3/10
io.github.flashdata-dev/youtube-channel

YouTube channel profiles and recent video inventories. Paid FlashData API.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Mama Rich MCP

4.3/10
io.github.hide99/mama-rich-mcp

公式ママ活ママリッチの公開記事を検索し、タイトル・説明・出典URLを返すMCPサーバー

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

Wpmission MCP Server

4.3/10
io.github.support-wpmission/wpmission-mcp-server

WPMission MCP server for WordPress management product information.

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

Network Tools

4.3/10
com.17nas/network-tools

Free network diagnostic tools: IP info, DNS lookup, IPv6 check. No API key.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Other stdio

Texture Toolkit

4.3/10
io.github.JiangShan118/3d-texture-toolkit

Extract embedded PBR texture maps from local GLB files.

6.5Reliab.
6.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

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.