The MCP Server Directory
Every Model Context Protocol server, scored on reliability, documentation, maintenance, and adoption. Independent, opinionated, refreshed daily from the official registry.
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.
Blankfiles MCP
4.5/10MCP server for listing and retrieving minimal valid blank files from blankfiles.com.
Cortex
4.5/10Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.
MCP Server Xlwings
4.5/10Excel automation via xlwings COM. DRM-protected files, live sessions, VBA macros. Windows only.
Test Coverage MCP
4.5/10Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens
Git Leaderboard
4.5/10Official MCP server for Git Leaderboard rankings, profiles, streaks, and user comparisons.
Log Reducer
4.5/10Reduces log files for AI consumption — 50-90% token reduction via 18 deterministic transforms.
Adios MCP
4.5/10Fetch and analyze BP5 data files using ADIOS2. Access scientific data, metadata, and attributes...
Filesystem Context
4.5/10🔍 Read-only MCP server for secure filesystem exploration, searching, and analysis
MCP Skill Server
4.5/10An MCP server that mounts your skill directory and add deterministic entry for deployment
Pyghidra Lite
4.5/10Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async analysis
Ai Ops
4.5/10AI operations management: 12 specialized agents, task dispatch, and team coordination.
Self Awareness Game
4.5/10Play self-awareness scenarios across 7 levels. 6,800+ coaching scenarios via MCP.
Hex Ssh MCP
4.5/10Token-efficient SSH MCP with hash-verified files and persistent tmux sessions. 14 tools.
Mineru
4.5/10MinerU document parsing API — PDFs, images, DOCX, PPTX with OCR and batch processing.
MCP Server Spreadsheet
4.5/10MCP server for spreadsheet files (.xlsx, .csv, .ods) - cell-level ops + DuckDB SQL engine.
Vssh
4.5/10SSH tunnel and remote server management MCP — execute commands, transfer files, manage
Ucn
4.5/10Code intelligence for AI agents. Extract, trace, and analyze code without reading whole files.
Pinrag
4.5/10MCP RAG: index PDFs, repos, YouTube, Discord, text; optional YouTube vision; query with citations.
Owa Exchange MCP
4.5/10MCP server for Microsoft Exchange / OWA — email, calendar, directory, availability
Agents Md Generator
4.5/10Analyzes codebases with tree-sitter and generates AGENTS.md files for AI coding agents.
Bazaar MCP
4.5/10x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning
Sayou
4.5/10Persistent knowledge workspace for AI agents. Versioned files, search, and MCP tools.
Remarkable
4.5/10Read, write, and manage your reMarkable tablet — browse, upload, create folders, move, delete, OCR
Credit Optimizer
4.5/10Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.
Skillflow
4.5/10Search, discover, and install 500+ AI agent skills from the SkillFlow marketplace.
Clickup MCP
4.5/10Audit ClickUp workspaces: spaces, folders, lists, custom fields, tasks, and views.
Pvpc MCP Server
4.5/10Retrieve daily PVPC electricity tariffs for 2.0 TD consumers, published by Red Eléctrica.
MCP Await
4.5/10Condition watcher for AI assistants — wait for ports, files, URLs, processes, and more
Filesift
4.5/10Local file search for AI agents — semantic + keyword indexing over your codebase.
Diff
4.5/10MCP server for computing text diffs, comparing strings, and generating unified diff output.
Mooring
4.5/10Git and GitHub operations — repo status, diffs, branches, PRs, issues, and Actions.
Brain Protocol
4.5/10Verifiable Memory for AI Agents — knowledge graph, FTS, Starknet proofs, local or cloud
Omnifocus
4.5/10Full CRUD MCP server for OmniFocus via Omni Automation — tasks, projects, folders, tags, recurrence.
Sample MCP
4.5/10Upload, organize, search, and transform images, videos, and files with AI-powered tools.
Clickup
4.5/10Premium AI integration. Tasks, lists, docs, folders, time. 50+ tools. Instant setup.
Tilde
4.5/10Your AI agents' home directory — privacy-first MCP server for portable AI identity.
Vtimestamp Write
4.5/10MCP server for creating vtimestamp proofs on the Verus blockchain via a local or remote daemon
Rm MCP
4.5/10Access your reMarkable tablet - read documents, browse files, extract text and OCR handwritten notes
Md To Pdf
4.5/10Convert markdown to professional PDFs with clickable table of contents. No API keys.
Macos Vision MCP
4.5/10Local OCR & image analysis via Apple Vision — no cloud, no API keys, ~97% fewer tokens on PDFs.
Photography
4.5/10Search and license C2PA verified fine art photography. 1,109 images, 55 countries.
MCP Documents Reader
4.5/10An MCP enabled multi-format document reader supporting DOCX, PDF, TXT, and Excel files
Drawio MCP
4.5/10MCP server for creating and editing draw.io / diagrams.net XML files programmatically.
MCP Bling
4.5/10MCP server for Bling — ERP: products, orders, invoices (NF-e/NFS-e), stock, AR/AP, webhooks
Mineru Open MCP
4.5/10Parse PDFs, images, doc, docx, ppt, pptx, xls, xlsx, html into Markdown using MinerU API.
MCP Server
4.5/10MCP server for TemplateFox PDF generation API - Generate PDFs from templates via AI assistants
Rendoc MCP Server
4.5/10Generate professional PDFs (invoices, contracts, reports) from AI tools via rendoc templates.
MCP Server
4.5/10Search Polish public tenders (BZP + TED) — 800k+ tenders, profiles, statistics, glossary.
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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.