MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28351 |
Find local honey producers near a place or by varietal. Name, location, honey t…
|
F 34 2⁄5 | ||||||||
| 28352 |
Governance firewall and safety guardrails oracle for AI swarms.
|
F 34 2⁄5 | ||||||||
| 28353 |
Global equity screeners across the US, China, Hong Kong, Taiwan, Korea, India, …
|
F 34 2⁄5 | ||||||||
| 28354 |
Web search, fetch, extract, and research for AI agents. Markdown output + AI-sy…
|
F 34 2⁄5 | ||||||||
| 28355 |
Plan a knowledge-base placement path
|
F 34 2⁄5 | ||||||||
| 28356 |
Read-only MCP for US dental: NPI, DSO chains, licenses, Medicaid rates. 42 stat…
|
F 34 2⁄5 | ||||||||
| 28357 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
|
F 34 2⁄5 | ||||||||
| 28358 |
Validator incident data for AI agents across Solana, Ethereum, Sui, and Cosmos.
|
F 34 2⁄5 | ||||||||
| 28359 |
10-sport calendar MCP — football, F1, tennis, cricket, rugby, golf, polo, saili…
|
F 34 2⁄5 | ||||||||
| 28360 |
Industrial intelligence for AI agents. Conviction scores and diligence for 10,0…
|
F 34 2⁄5 | ||||||||
| 28361 |
Truth-validated, SHA-512-sealed AI memory for Claude & Cursor. Free tier, OAuth…
|
F 34 2⁄5 | ||||||||
| 28362 |
Build and manage your design system with AI: tokens, themes, components, icons,…
|
F 34 2⁄5 | ||||||||
| 28363 |
Hostile-by-default critic that grades AI agent output against your acceptance p…
|
F 34 2⁄5 | ||||||||
| 28364 |
Prepare a customer record field for reporting
|
F 34 2⁄5 | ||||||||
| 28365 |
Autonomous B2B lead prospecting — 36 tools for campaigns, leads, and email outr…
|
F 34 2⁄5 | ||||||||
| 28366 |
Dynamic QR codes and short links with real-time analytics and AI/MCP integratio…
|
F 34 2⁄5 | ||||||||
| 28367 |
Generate AI talking-head videos with custom characters and voices.
|
F 34 2⁄5 | ||||||||
| 28368 |
US macro & Treasury data — FRED series, yield curve, auctions, and a macro dash…
|
F 34 2⁄5 | ||||||||
| 28369 |
SQL data health analyzer and pipeline observability evaluator.
|
F 34 2⁄5 | ||||||||
| 28370 |
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cl…
|
F 34 2⁄5 | ||||||||
| 28371 |
Our MCP Server connects AI workflows to current, curated cyber threat intellige…
|
F 34 2⁄5 | ||||||||
| 28372 |
The knowledge base your AI reads and writes, under your rules — over MCP, EU-ho…
|
F 34 2⁄5 | ||||||||
| 28373 |
Hosted MCP server: convert PDFs to clean, LLM-ready Markdown with tables, formu…
|
F 34 2⁄5 | ||||||||
| 28374 |
QuLab MCP remote server (Streamable HTTP) for computational science and lab too…
|
F 34 2⁄5 | ||||||||
| 28375 |
Context layer with semantic and visual search and discovery for agentic commerc…
|
F 34 2⁄5 | ||||||||
| 28376 |
GitHub repository vectorizer and context synthesizer for RAG pipelines.
|
F 34 2⁄5 | ||||||||
| 28377 |
Read-only MCP tools for Mana public creations, tags, creator profiles, and shar…
|
F 34 2⁄5 | ||||||||
| 28378 |
Yahoo fundamentals: earnings, P/E, analyst targets, peer comparisons for equity…
|
F 34 2⁄5 | ||||||||
| 28379 |
MCP server for Russian books search, details, and recommendation candidates.
|
F 34 2⁄5 | ||||||||
| 28380 |
Find clinical trials overdue on legally required results reporting, by sponsor …
|
F 34 2⁄5 | ||||||||
| 28381 |
Facebook/Meta ad-spy: search 1B+ new ads/mo with AI creative categories across …
|
F 34 2⁄5 | ||||||||
| 28382 |
Exposes tools for querying subscriptions and billing data from the INFO-Subscri…
|
F 34 2⁄5 | ||||||||
| 28383 |
Real-time SBIR, CSO & BAA opportunities from DSIP, SAM.gov, Grants.gov & more —…
|
F 34 2⁄5 | ||||||||
| 28384 |
Research iOS and Android apps, use keyword marketing tools, see app installs, r…
|
F 34 2⁄5 | ||||||||
| 28385 |
Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bit…
|
F 34 2⁄5 | ||||||||
| 28386 |
Extract papers from ArXiv — titles, abstracts, authors, categories & PDF links.…
|
F 34 2⁄5 | ||||||||
| 28387 |
Identify companies visiting your website: organisations, contacts, segments, ta…
|
F 34 2⁄5 | ||||||||
| 28388 |
Search 1,300+ live Canadian funding opportunities — grants, tax credits, accele…
|
F 34 2⁄5 | ||||||||
| 28389 |
Capture, analyze, validate, and submit inventions, and collaborate on patent re…
|
F 34 2⁄5 | ||||||||
| 28390 |
Design references for coding agents: real product screens, sections and decoded…
|
F 34 2⁄5 | ||||||||
| 28391 |
Search real-world UI & UX design references for mobile apps, web apps, and webs…
|
F 34 2⁄5 | ||||||||
| 28392 |
Monitor Bluesky for new brand mentions, keywords and account posts. Alerts only…
|
F 34 2⁄5 | ||||||||
| 28393 |
Scrape Bluesky posts, profiles, followers, threads and keyword search. Clean JS…
|
F 34 2⁄5 | ||||||||
| 28394 |
Build & edit your own website by talking to your LLM: pages, forms, SEO, analyt…
|
F 34 2⁄5 | ||||||||
| 28395 |
A design-style library for AI agents: search real styles, fetch a ready-to-appl…
|
F 34 2⁄5 | ||||||||
| 28396 |
Anthropic logs audit filter and cybersecurity threat analyzer.
|
F 34 2⁄5 | ||||||||
| 28397 |
Plan your financial future with AI: track net worth, manage budgets, and foreca…
|
F 34 2⁄5 | ||||||||
| 28398 |
No-signup validation planner MCP for tiny paid offers.
|
F 34 2⁄5 | ||||||||
| 28399 |
Automated API pentesting and structural fuzzing proxy.
|
F 34 2⁄5 | ||||||||
| 28400 |
Agent-first strength-training platform across iOS, Web & MCP: read & write work…
|
F 34 2⁄5 | ||||||||