MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 54 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28951 |
AI-native survey & form builder. Manage surveys, responses, analytics, and webh…
|
F 34 2⁄5 | ||||||||
| 28952 |
Generate game sprite sheets and animations from an image, and clean up sprite b…
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F 34 2⁄5 | ||||||||
| 28953 |
AI model routing on your own vendor keys: pick the best model per prompt, or ro…
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F 34 2⁄5 | ||||||||
| 28954 |
An MCP Server enables AI assistants to autonomously test, debug, and validate w…
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F 34 2⁄5 | ||||||||
| 28955 |
Stop drowning in app reviews: auto-reply on App Store & Google Play, on-brand, …
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F 34 2⁄5 | ||||||||
| 28956 |
Radar-verified hail/wind storm detection and affected-property intelligence for…
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F 34 2⁄5 | ||||||||
| 28957 |
Your team's shared, verified knowledge for AI agents: ask what's true, record w…
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F 34 2⁄5 | ||||||||
| 28958 |
Track brand mentions & keywords on Bluesky. Sentiment, engagement, author reach…
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F 34 2⁄5 | ||||||||
| 28959 |
Read and manage your EasyKanban kanban boards: to-do summaries, create, update,…
|
F 34 2⁄5 | ||||||||
| 28960 |
Search for books and book-related products, with access to product and delivery…
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F 34 2⁄5 | ||||||||
| 28961 |
Czech mileage logbook (kniha jizd): AI journey drafts, statutory reimbursement,…
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F 34 2⁄5 | ||||||||
| 28962 |
Comprehensive tools for email operations including create, send, reply, update,…
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F 34 2⁄5 | ||||||||
| 28963 |
Read-only Search Console analytics, URL inspection, indexing diagnostics, and s…
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F 34 2⁄5 | ||||||||
| 28964 |
Search U.S. case law, fetch opinions, and ask matter-aware legal questions over…
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F 34 2⁄5 | ||||||||
| 28965 |
Search Shopify stores, enrich domains, and reveal approved contact channels.
|
F 34 2⁄5 | ||||||||
| 28966 |
Runnable, versioned lists agents can search, read, create and update. Git under…
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F 34 2⁄5 | ||||||||
| 28967 |
Non-custodial crypto payments for AI assistants: balances, payments, and create…
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F 34 2⁄5 | ||||||||
| 28968 |
Data saham Indonesia (IDX) untuk AI: harga, teknikal, screener, deteksi bandar,…
|
F 34 2⁄5 | ||||||||
| 28969 |
Explore and query your data warehouse through Myriade's AI data analyst agent.
|
F 34 2⁄5 | ||||||||
| 28970 |
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
|
F 34 2⁄5 | ||||||||
| 28971 |
Build & edit your own website by talking to your LLM: pages, forms, SEO, analyt…
|
F 34 2⁄5 | ||||||||
| 28972 |
Scan any URL for on-page, technical & content SEO; 0-100 score with copy-paste …
|
F 34 2⁄5 | ||||||||
| 28973 |
Solve linear and mixed-integer optimization (LP/MIP) problems.
|
F 34 2⁄5 | ||||||||
| 28974 |
SEC & institutional filings — Form 4, 8-K, 13F, Schedule 13D, Form D, IPO & ear…
|
F 34 2⁄5 | ||||||||
| 28975 |
AI product photography: on-brand product shots, images and videos from your Kiv…
|
F 34 2⁄5 | ||||||||
| 28976 |
Find local honey producers near a place or by varietal. Name, location, honey t…
|
F 34 2⁄5 | ||||||||
| 28977 |
REST-to-MCP for UK hospitality. Safety proxy: circuit-breakers, rate limits, wh…
|
F 34 2⁄5 | ||||||||
| 28978 |
Download and save Pinterest boards, Instagram posts and web pages into a librar…
|
F 34 2⁄5 | ||||||||
| 28979 |
A persistent world-building memory your AI can read and write in any chat.
|
F 34 2⁄5 | ||||||||
| 28980 |
Your hosted Timill instance: query and edit your work-platform data with full p…
|
F 34 2⁄5 | ||||||||
| 28981 |
Screen a name against the U.S. Treasury OFAC SDN list. Information, not a compl…
|
F 34 2⁄5 | ||||||||
| 28982 |
Search brands and retrieve design assets, company data, other brand context fro…
|
F 34 2⁄5 | ||||||||
| 28983 |
Free World Cup 2026 prediction game with fixtures, picks, brackets, and leaderb…
|
F 34 2⁄5 | ||||||||
| 28984 |
Explore your Userbrain user test data, summarize feedback, and uncover actionab…
|
F 34 2⁄5 | ||||||||
| 28985 |
Search and list latest international news (sources, comments, knowledge graph).
|
F 34 2⁄5 | ||||||||
| 28986 |
Vet any MCP server before you depend on it: live health from GitHub, npm and Py…
|
F 34 2⁄5 | ||||||||
| 28987 |
Headless API-first double-entry accounting & bookkeeping engine. 84 MCP tools o…
|
F 34 2⁄5 | ||||||||
| 28988 |
An MCP server that provides access to the Online Shops in the esst.bio network
|
F 34 2⁄5 | ||||||||
| 28989 |
Export full Bluesky follower/following lists with profile stats. Audience and l…
|
F 34 2⁄5 | ||||||||
| 28990 |
AI-powered hiring — search candidates, review async video interviews, manage ro…
|
F 34 2⁄5 | ||||||||
| 28991 |
Moderated usability testing: read sessions, notes, transcripts, reports, and dr…
|
F 34 2⁄5 | ||||||||
| 28992 |
Choir management for AI assistants: events, RSVP, announcements and sheet music…
|
F 34 2⁄5 | ||||||||
| 28993 |
Context layer with semantic and visual search and discovery for agentic commerc…
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F 34 2⁄5 | ||||||||
| 28994 |
Search 8.5M scientific papers with LLM TLDRs, citations, linked entities, figur…
|
F 34 2⁄5 | ||||||||
| 28995 |
Chat forgets your training. AIm doesn't — an AI coach for Claude with persisten…
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F 34 2⁄5 | ||||||||
| 28996 |
Publish AI reports as managed native links with versions, access control, revoc…
|
F 34 2⁄5 | ||||||||
| 28997 |
Security & DLP proxy for MCP: tool-poisoning scans, PII redaction on tool args/…
|
F 34 2⁄5 | ||||||||
| 28998 |
Transcribe YouTube via Whisper. Summaries, chapters, semantic-search across you…
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F 34 2⁄5 | ||||||||
| 28999 |
Verity RMS — AI-powered investment research management. Search your notes, meet…
|
F 34 2⁄5 | ||||||||
| 29000 |
The first MCP server for physical mail: send postcards and letters, manage list…
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F 34 2⁄5 | ||||||||