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.
Botcorpus
4.9/10Sourced, dated SK/CZ/AT/EU civic, tax and legal facts for AI agents. Read via MCP, not guesswork.
Mukoko News
4.9/10Pan-African news & analytics for Zimbabwe and 15 African countries: briefings and trends.
Edgrapi Skills
4.9/10Clean SEC EDGAR company financials, ratios, filings and 10-K/10-Q sections as normalized JSON.
Nodeproxy
4.9/10x402 MCP web parser: URLs to Markdown for agents. USDC on Base, Polygon, Arbitrum, Ethereum.
Socialbu MCP
4.9/10Manage SocialBu posts, scheduling, publishing, automations, and analytics from MCP clients.
MCP Acedatacloud
4.9/10Manage your AceData Cloud account: services, pricing, APIs, docs, balance, usage, keys & orders
Runpay
4.9/10Stripe-native marketplace where AI agents discover and pay per call for API services.
MCP Server
4.9/10Keyless non-custodial crypto payments for AI agents: payment links and tip jars, no API key.
Portfolio MCP
4.9/10Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.
MCP Server
4.9/10Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.
Vibekit MCP
4.9/10Build, deploy & manage hosted apps and chat with their AI coding agents from any MCP client.
Ko MCP Worker
4.9/10Real SEC, 13F, insider, congress & macro data your AI agent can cite. Hosted MCP, 24 tools.
Ddg Agent Services MCP
4.9/10Pay-per-call x402 gateway: agent tools, OpenAI-compatible LLM, market data, RPC, security audits.
Stytrix MCP
4.9/10AI fashion design MCP: generate concepts, models, fabrics & looks live on your StyTrix canvas.
Fraim
4.9/10Accountable AI workforce workflows with jobs, skills, rules, evidence, and mentoring.
Midasflow MCP Quickstart
4.9/10Agent-native crypto market-data over MCP+REST: order flow, whales, liquidations, calibrated scores
Glimind
4.9/10Live reliability for AI agent tools: is it working right now, and how do I call it correctly?
Tela
4.9/10Self-hostable team wiki; agents read & write it via MCP; Atlas turns your repo into a cited wiki.
Motley MCP
4.9/10Live NYC family data: neighborhoods, schools, admissions, safety, health, and resources.
Ultramemory MCP
4.9/10One memory, every AI: Claude, ChatGPT, Perplexity, Gemini, Cursor, OpenClaw, Hermes, any MCP client.
Bankstatemently MCP
4.9/10Convert PDF bank statements into structured transactions, accounts, and balances.
Endoflife MCP
4.9/10EOL dates and risk scores for 480+ software products. Check versions, score risk, audit stacks.
Artifactos
4.9/10Save, version & share AI-generated HTML artifacts (canvases, dashboards, apps) as links.
Musette MCP
4.9/10AI soigneur for cyclists: Strava ride to an Ien-Vitse-validated nutrition plan + orderable box.
MCP Server
4.9/10MCP server for Superserve sandboxes: create, exec, and manage Firecracker microVMs
Quorel
4.9/10Turn any public website into a clean, versioned, queryable API — with native MCP support.
Server
4.9/10Read-only bank access for your AI agent. Connects Claude, ChatGPT, Cursor, Gemini, Codex.
MCP Server
4.9/10Give AI agents real hands on LinkedIn: sourcing, AI qualification, HubSpot-native attribution.
Socialync
4.9/10Draft, schedule, and publish posts to 8 social platforms with human approval via Socialync OAuth.
Bench
4.9/10Discover public AI agents, reusable recipes, and trusted benchmark evidence by task.
Onelens MCP
4.9/10Query OneLens cloud-cost data in natural language: breakdowns, trends, cost centers. Read-only.
Ecosystem Aec Erp
4.9/10Compliance tools for Dynamics 365, Salesforce, Oracle, SAP and Power BI integrations
Ecosystem Aec Esg
4.9/10ESG/IFRS S1-S2 diagnostics, carbon inventory Scope 1-3, CBAM certificate generation
Ecosystem Aec Regulatory
4.9/10NR-1 psychosocial risk, LGPD, whistleblower, pay equity & anti-corruption tools (Brazil)
Diffbot
4.9/10Diffbot MCP — Knowledge Graph company enrichment + web content extraction (diffbot.com)
Israel Tenders
4.9/10Israel Government Procurement MCP — public tenders & exemption contracts (keyless).
Paraguay Dncp
4.9/10Paraguay DNCP MCP — Paraguay government procurement / public contracts (keyless).
Quiver
4.9/10Quiver Quantitative MCP — alternative-data on public companies (quiverquant.com)
South Africa Tenders
4.9/10South Africa Government Procurement MCP — National Treasury eTenders / OCPO (keyless).
MCP Face Transform
4.9/10AceDataCloud Face Transform MCP: keypoints, beautify, age/gender, swap, cartoon, liveness
MCP Fish
4.9/10MCP server exposing the AceDataCloud Fish Audio API (text-to-speech with voice conditioning)
Sendinel
4.9/10AI-controlled email ops for campaigns, contacts, segments, analytics, and sending.
Apex
4.9/10Run verified read-only code tools: quant diagnostics + agent-ops preflight, no source exposure.
Mowgli
4.9/10Intelligent product canvas: iterate on your product's design with your coding agent, synced to code.
Justfill
4.9/10Fill existing fillable, flat and scanned PDF forms from structured data; save reusable templates
Opusclip
4.9/10Turn long videos into AI-curated short clips: caption, reframe, thumbnail, schedule, and publish.
Jsonaut
4.9/10Repair malformed JSON from LLM/agent output; optional JSON Schema coercion. Free + x402 paid.
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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.