MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 3 hours, 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31001 |
Query xAPI and cmi5 learning statements, KPIs and learner progress from an AI a…
|
F 34 2⁄5 | ||||||||
| 31002 |
Telegram CRM: manage contacts, conversations, tickets, campaigns and analytics.
|
F 34 2⁄5 | ||||||||
| 31003 |
Your team's PRD, UX spec, architecture and stories: read them, build a story, k…
|
F 34 2⁄5 | ||||||||
| 31004 |
Read MRR, churn, users, errors, AI costs and 0-100 health scores for every app …
|
F 34 2⁄5 | ||||||||
| 31005 |
Licensed electrician, plumber & HVAC workforce data by US county: supply, movem…
|
F 34 2⁄5 | ||||||||
| 31006 |
AI deal pipeline for IT freelancers in DACH: analyze, list and manage project i…
|
F 34 2⁄5 | ||||||||
| 31007 |
Persistent AI LaTeX workspace: edit and compile multi-file projects, export pub…
|
F 34 2⁄5 | ||||||||
| 31008 |
Image URL → plain text OCR for bots. Free try then prepaid TEST. https://ocr.ky…
|
F 34 2⁄5 | ||||||||
| 31009 |
Films and music videos. You're the star. No subscription.
|
F 34 2⁄5 | ||||||||
| 31010 |
Draw your app's architecture on a live canvas and flag the bottlenecks and secu…
|
F 34 2⁄5 | ||||||||
| 31011 |
Map prerequisites, track mastery and recommend the next topic each learner is r…
|
F 34 2⁄5 | ||||||||
| 31012 |
Create and revise scientific and educational diagrams with ConceptViz.
|
F 34 2⁄5 | ||||||||
| 31013 |
Amazon Seller Central and Ads inside Claude or ChatGPT. Real fees from your own…
|
F 34 2⁄5 | ||||||||
| 31014 |
Manage Listenbox podcasts, episodes, collaborators, and RSS imports through you…
|
F 34 2⁄5 | ||||||||
| 31015 |
Jurisprudencia, normativa y doctrina oficiales españolas para abogados, con cit…
|
F 34 2⁄5 | ||||||||
| 31016 |
Search and review real KiCad and Altium PCB designs: schematics, BOMs, netlists…
|
F 34 2⁄5 | ||||||||
| 31017 |
Read Twelfth workspace products, sales, inventory, suppliers, pricing, projects…
|
F 34 2⁄5 | ||||||||
| 31018 |
Your agave spirits shelf, tasting notes and the collectors you follow, from Tah…
|
F 34 2⁄5 | ||||||||
| 31019 |
Ferramentas MCP para NF-e, NFS-e, documentos, certificados e tributos brasileir…
|
F 34 2⁄5 | ||||||||
| 31020 |
Build, change and publish a business website from your AI assistant, with sign-…
|
F 34 2⁄5 | ||||||||
| 31021 |
Connect any AI assistant to Syncro: manage tickets, invoices, customers, assets…
|
F 34 2⁄5 | ||||||||
| 31022 |
MCP server for Calvix Technology Solutions — query IT services, contact info, a…
|
F 34 2⁄5 | ||||||||
| 31023 |
Real-time web search and page fetch for AI agents from Andi's own index. LLM-re…
|
F 34 2⁄5 | ||||||||
| 31024 |
Live TikTok data for AI agents: trends, posts, creators, comments, sounds, hook…
|
F 34 2⁄5 | ||||||||
| 31025 |
Manage uivoid projects, tools, keys, hosted databases and teams from your agent.
|
F 34 2⁄5 | ||||||||
| 31026 |
Ask Claude about Goose shows: setlists, jams, venues, song history. Live from E…
|
F 34 2⁄5 | ||||||||
| 31027 |
Customer support for MCP servers: work your tickets from Claude or any MCP clie…
|
F 34 2⁄5 | ||||||||
| 31028 |
Governed AI agents for the software your company already runs. 400+ connectors,…
|
F 34 2⁄5 | ||||||||
| 31029 |
Multi-tenant database orchestration: isolated Postgres, MySQL, MongoDB, Redis t…
|
F 34 2⁄5 | ||||||||
| 31030 |
Manage tasks, Focus Zone, notes, projects, and task history from compatible AI …
|
F 34 2⁄5 | ||||||||
| 31031 |
Run a recreational sports league from an AI assistant: standings, schedules, ro…
|
F 34 2⁄5 | ||||||||
| 31032 |
Rehearse hard conversations: lessons, XP drills and practice opponents built fr…
|
F 34 2⁄5 | ||||||||
| 31033 |
Expense ledger for AI assistants: record receipts line by line, ask what you sp…
|
F 34 2⁄5 | ||||||||
| 31034 |
Create, schedule, and publish on-brand social posts to Instagram, LinkedIn, Tik…
|
F 34 2⁄5 | ||||||||
| 31035 |
Manage permitted EventGen events through account OAuth and reviewed actions.
|
F 34 2⁄5 | ||||||||
| 31036 |
Procurement: manage suppliers, send RFQs, compare supplier quotes and place pur…
|
F 34 2⁄5 | ||||||||
| 31037 |
Search and read public Black Water Window Cleaning pages with source URLs.
|
F 34 2⁄5 | ||||||||
| 31038 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 31039 |
Turn finished agent work into a shareable, updatable web page that opens in WeC…
|
F 34 2⁄5 | ||||||||
| 31040 |
Persistent semantic memory storage, associative recall, and recent memory index…
|
F 34 2⁄5 | ||||||||
| 31041 |
Customer-context and ops layer for AI agents
|
F 34 2⁄5 | ||||||||
| 31042 |
Make podcast episodes, series and shows from your mail, notes, files and code. …
|
F 34 2⁄5 | ||||||||
| 31043 |
FIFA World Cup 2026 schedule MCP — 104 matches, 62 country teams, jerseys, venu…
|
F 34 2⁄5 | ||||||||
| 31044 |
Search national and EU case law, legislation and regulation, with citations you…
|
F 34 2⁄5 | ||||||||
| 31045 |
Up to 90% fewer tokens: deterministic, declared tool calls, each with a receipt…
|
F 34 2⁄5 | ||||||||
| 31046 |
Build, test and measure ecommerce pages and stores. Every change waits as a dra…
|
F 34 2⁄5 | ||||||||
| 31047 |
Search for books and book-related products, with access to product and delivery…
|
F 34 2⁄5 | ||||||||
| 31048 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 31049 |
LinkedIn outreach from Claude with a human veto: review, approve and send draft…
|
F 34 2⁄5 | ||||||||
| 31050 |
Korean tax-office and fair-trade registries, HS codes, landed cost. Two tools n…
|
F 34 2⁄5 | ||||||||