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.
Freecad MCP
4.5/10Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more via 30+ tools.
Memorydetective
4.5/10iOS leak/perf debugging via MCP: memgraph cycles, .trace analysis, SourceKit-LSP bridging.
Gogcli MCP
4.5/10Google Sheets (and more) for Claude via gogcli — read, write, and manage spreadsheets
Gogcli MCP Classroom
4.5/10Google Classroom via gogcli for Claude — courses, assignments, submissions, grading
Gogcli MCP Docs
4.5/10Extended Google Docs for Claude via gogcli — auth + full Docs and comments support
Agentic Detection Lookups
4.5/10LOLBAS, GTFOBins, and process parent-child lookups for detection engineering agents.
Lucius MCP
4.5/10MCP server for managing Allure TestOps tests, launches, plans, defects, and metadata.
Ln Church Agent MCP
4.5/10Inspect-only HTTP 402 surface classifier. Keyless, no wallet, no signing, no payments.
Nimlangserver
4.5/10MCP server providing symbol navigation, diagnostics, and type resolution for Nim projects
Context Bridge
4.5/10Context portability MCP server for compressing, formatting, and resuming AI conversation handoffs.
Adaptive Recall
4.5/10Adaptive memory system with cognitive scoring, knowledge graph, and self-improving ML.
Swarmwage
4.5/10Hire and pay specialized AI agents in USDC on Base. Open MCP protocol above x402.
Bigindexer
4.5/10Architecture-aware MCP context with boundaries, seams, impact scope, and BGI-TWIN guidance.
Agentvault
4.5/10Credential vault for AI agents — Fernet-encrypted keys, per-agent budgets, audit logs.
MCP Facturacion Electronica Es
4.5/10Spanish e-invoicing MCP server: VERI*FACTU, Facturae/FACe, SII, Crea y Crece B2B.
Vision Squeezer
4.5/10Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen
Fcop
4.5/10FCoP 3.2.5 MCP server: 45 tools (tier:L1/L2/L3) for file-based multi-agent coordination.
Duplicati MCP
4.5/10MCP server for Duplicati backup management — list, run, monitor and configure jobs from an LLM.
Mycase MCP
4.5/10Connect Claude to MyCase: cases, contacts, documents, tasks, calendar, calls, time, billing, staff.
Vk MCP
4.5/10MCP server for VK API with 180+ tools: users, wall, groups, friends, photos, messages.
Ai Incident Reporting MCP
4.5/10AI Incident Reporting Compliance MCP. Unified classification + reporting-clock tracker across EU...
Construction Iso 19650 MCP
4.5/10ISO 19650 / UK BIM Level 2 compliance for construction projects. EIR, BEP, MIDP, TIDP, and CDE s...
Dora Nis2 Crosswalk MCP
4.5/10DORA × NIS2 Crosswalk MCP — map Regulation (EU) 2022/2554 obligations to Directive (EU) 2022/255...
Haulage Uk Compliance MCP
4.5/10UK Operator Licence, tachograph, drivers' hours, DVSA roadside checks for UK haulage operators a...
Skip Hire Ai MCP
4.5/10UK Waste Carrier Registration, EA waste codes, hazardous waste consignment notes for skip hire a...
Uk Ai Bill Compliance MCP
4.5/10UK AI Regulation Compliance MCP. Automates audits against the UK AI White Paper five principles ...
Watermarking Authenticity MCP
4.5/10EU AI Act Article 50 watermarking + C2PA 2.1 compliance. NEW: 2 December 2026 deadline (compress...
Weapp Agent MCP
4.5/10Agent-first MCP server for WeChat Mini Program debugging & automation via WeChat DevTools.
Modelforge
4.5/10Bulge-tier financial model factory — live formulas, source-traced cells, 14 templates.
A2Cr MCP
4.5/10Save AI-agent handoff checkpoints, WorkStash notes, and WorkThreads in a local A2CR workspace.
Morningform
4.5/10stdio MCP proxy for MorningForm — bridges Claude Code to MorningForm HTTPS MCP server.
MCP Manimgl
4.5/10MCP server exposing manimgl mathematical animation functionality as tools for LLMs
Ethora MCP Cli
4.5/10MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
Ethora MCP Server
4.5/10MCP server for the Ethora chat & messaging platform: chat ops, AI agents, RAG, automation.
MCP Chainladder
4.5/10Actuarial chain-ladder reserving: IBNR, Mack stochastic stats, and assumption diagnostics.
Swell
4.5/10Model Context Protocol server for Swell e-commerce platform integration with AI assistants
Ead Factory
4.5/10MCP server for EAD Factory: qualified evidence, signature, notifications and chat via AI agents.
Sendpookie
4.5/10Create and send cinematic digital gifts for birthdays and anniversaries via Claude.
Osc Bridge
4.5/10OSC ↔ MIDI bridge — 849 synthesizers and DAWs. A MIDI MCP and OSC MCP for controlling them.
Openemis Pro
4.5/10Read + write MCP server for OpenEMIS — free open-source school management system. 675 resources.
Claude Context Sync
4.5/10Share context, detect conflicts, and message across parallel Claude Code sessions
Alephant MCP
4.5/10Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 320+ models.
Ai Seo
4.5/10MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring, and AEO/GEO rewrites
Amazon Scraper Api MCP
4.5/10Scrape Amazon products, search, and async batch ASIN lookups across 20 marketplaces
Simulatte
4.5/10Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.
MCP Aider Executor
4.5/10Model Context Protocol (MCP) server to execute aider-specific code editing operations
X402 Sms
4.5/10Pay-per-call MCP server. $0.03 USDC sends one transactional SMS to a US phone number via x402.
Applianceiq
4.5/10Home appliance MCP: CPSC recall lookup, lifespan, maintenance, repair-or-replace, energy cost.
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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.