Live · updated 15 hr ago 9,792 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 9,792
Categories 18
Official Servers 0
Remote-Hosted 3,995

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.

Fastbcp MCP

4.5/10
io.github.arpe-io/fastbcp-mcp

MCP server for FastBCP — high-performance parallel database export to files and cloud

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Basic Memory

4.5/10
io.github.basicmachines-co/basic-memory

Local-first knowledge management with bi-directional LLM sync via Markdown files.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Tachibot MCP

4.5/10
io.github.byPawel/tachibot-mcp

Multi-model AI orchestration with 31 tools, YAML workflows, and 5 token-optimized profiles.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Shuka

4.5/10
io.github.cdonoyan/shuka

Universal trust attestation for AI agents. Create, verify, and negotiate trust proofs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem Rust stdio

Nephyr Weather

4.5/10
io.github.clm-studios/nephyr-weather

GFS ensemble weather signals for prediction market edge detection across 12 cities

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Synology

4.5/10
io.github.cmeans/mcp-synology

MCP server for Synology NAS — browse files, monitor health, and automate operations

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Dingdawg Governance

4.5/10
io.github.dingdawg/dingdawg-governance

Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs and rollback.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Coverageshield

4.5/10
io.github.djanacek/coverageshield

Insurance coverage requirements, gap detection, and risk profiles for US businesses.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Obsidian Sync MCP

4.5/10
io.github.es617/obsidian-sync-mcp

Give AI agents access to your Obsidian vault via local files or Self-hosted LiveSync.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Legis Link

4.5/10
io.github.eutech-directory/legis-link

Construction compliance AI. Wire sizing, load calc, battery clearance. AU, USA, CA, UK, EU.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Blankfiles MCP

4.5/10
io.github.filearchitect/blankfiles-mcp

MCP server for listing and retrieving minimal valid blank files from blankfiles.com.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Cortex

4.5/10
io.github.gambletan/cortex

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server Xlwings

4.5/10
io.github.geniuskey/mcp-server-xlwings

Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Test Coverage MCP

4.5/10
io.github.goldbergyoni/test-coverage-mcp

Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Git Leaderboard

4.5/10
io.github.hrvoje0099/git-leaderboard

Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Log Reducer

4.5/10
io.github.imankha/log-reducer

Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Adios MCP

4.5/10
io.github.iowarp/adios-mcp

Fetch and analyze BP5 data files using ADIOS2 for scientific data and metadata access.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Filesystem Context

4.5/10
io.github.j0hanz/filesystem-context

🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Skill Server

4.5/10
io.github.jcc-ne/mcp-skill-server

An MCP server that mounts your skill directory and add deterministic entry for deployment

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Pyghidra Lite

4.5/10
io.github.johnzfitch/pyghidra-lite

Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Ai Ops

4.5/10
io.github.levelsofself/ai-ops

AI operations management: 12 specialized agents, task dispatch, and team coordination.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Self Awareness Game

4.5/10
io.github.levelsofself/self-awareness-game

Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MCP.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Hex Ssh MCP

4.5/10
io.github.levnikolaevich/hex-ssh-mcp

Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Mineru

4.5/10
io.github.linxule/mineru

MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Server Spreadsheet

4.5/10
io.github.marekrost/mcp-server-spreadsheet

MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Vssh

4.5/10
io.github.meshpop/vssh

SSH tunnel and remote server management MCP — execute commands, transfer files, manage

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Ucn

4.5/10
io.github.mleoca/ucn

Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Pinrag

4.5/10
io.github.ndjordjevic/pinrag

MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Owa Exchange MCP

4.5/10
io.github.nhype/owa-exchange-mcp

MCP server for Microsoft Exchange / OWA — email, calendar, directory, availability

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Agents Md Generator

4.5/10
io.github.nushey/agents-md-generator

Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Bazaar MCP

4.5/10
io.github.opspawn/bazaar-mcp

x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Sayou

4.5/10
io.github.pixell-global/sayou

Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Remarkable

4.5/10
io.github.praveensehgal/remarkable

Read, write, and manage your reMarkable tablet — browse, upload, create folders, move, delete, OCR

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Credit Optimizer

4.5/10
io.github.rafsilva85/credit-optimizer

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Skillflow

4.5/10
io.github.rafsilva85/skillflow

Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Clickup MCP

4.5/10
io.github.retailbox-automation/clickup-mcp

Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and views.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Pvpc MCP Server

4.5/10
io.github.rfdez/pvpc-mcp-server

Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

MCP Await

4.5/10
io.github.ricardo-hdrn/mcp-await

Condition watcher for AI assistants — wait for ports, files, URLs, processes, and more

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Filesift

4.5/10
io.github.roshunsunder/filesift

Local file search for AI agents — semantic + keyword indexing over your codebase.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Diff

4.5/10
io.github.ryudi84/diff

MCP server for computing text diffs, comparing strings, and generating unified diff output.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Mooring

4.5/10
io.github.seayniclabs/mooring

Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Brain Protocol

4.5/10
io.github.seritalien/brain-protocol

Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Omnifocus

4.5/10
io.github.steveardis/omnifocus

Full CRUD MCP server for OmniFocus via Omni Automation — tasks, projects, folders, tags, recurrence.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Sample MCP

4.5/10
io.github.subomi/sample-mcp

Upload, organize, search, and transform images, videos, and files with AI-powered tools.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Clickup

4.5/10
io.github.taazkareem/clickup

Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Tilde

4.5/10
io.github.topskychen/tilde

Your AI agents' home directory — privacy-first MCP server for portable AI identity.

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Vtimestamp Write

4.5/10
io.github.vdappdev2/vtimestamp-write

MCP server for creating vtimestamp proofs on the Verus blockchain via a local or remote daemon

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

Rm MCP

4.5/10
io.github.wavyrai/rm-mcp

Access your reMarkable tablet - read documents, browse files, extract text and OCR handwritten notes

6.5Reliab.
7.0Docs
3.5Maint.
1.0Adopt.
Filesystem stdio

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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.