MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28551 |
Read-only ESPN, Sleeper, and Fantrax fantasy leagues for Claude, ChatGPT, and o…
|
F 34 2⁄5 | ||||||||
| 28552 |
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
|
F 34 2⁄5 | ||||||||
| 28553 |
Publish, fork, and improve runnable browser games — MCP for AI agents to post a…
|
F 34 2⁄5 | ||||||||
| 28554 |
Create professional visuals from text, URLs, or PDFs. Carousels, presentations,…
|
F 34 2⁄5 | ||||||||
| 28555 |
B2B lead generation, company search, and contact enrichment from Lead411.
|
F 34 2⁄5 | ||||||||
| 28556 |
⚠️ DEPRECATED — G2's Cloudflare anti-bot defeats free scraping. Not commerciall…
|
F 34 2⁄5 | ||||||||
| 28557 |
DISCONTINUED 2026-05-23. Indeed.com Cloudflare + DataDome anti-bot returns HTTP…
|
F 34 2⁄5 | ||||||||
| 28558 |
Court e-filing and process serving. Submit filings, serve process, and manage o…
|
F 34 2⁄5 | ||||||||
| 28559 |
Search O'Reilly for tech books, courses, events, and more. Requires subscriptio…
|
F 34 2⁄5 | ||||||||
| 28560 |
Payment infrastructure for AI agents: spending rules, approval flows, single-us…
|
F 34 2⁄5 | ||||||||
| 28561 |
Personal-finance intelligence engine: net worth, goals, asset allocation. Invit…
|
F 34 2⁄5 | ||||||||
| 28562 |
Scrape the FAA Aircraft Registry by N-number — aircraft make, model, year, owne…
|
F 34 2⁄5 | ||||||||
| 28563 |
DBRE-grade SQL analysis inside any MCP client. No connection. No install. Paste…
|
F 34 2⁄5 | ||||||||
| 28564 |
Allows MCP access to MCP Scoreboard data.
|
F 34 2⁄5 | ||||||||
| 28565 |
Paid remote MCP for governed database query review, SQL simulation, approvals, …
|
F 34 2⁄5 | ||||||||
| 28566 |
cloud_dj
|
F 34 2⁄5 | ||||||||
| 28567 |
Gencove consumer genomics: profile, kit status, ancestry, PRS, raw data. Requir…
|
F 34 2⁄5 | ||||||||
| 28568 |
Description of my MCP server
|
F 34 2⁄5 | ||||||||
| 28569 |
Your prompt library inside your AI: 1,000+ pro templates, frameworks, vocab & p…
|
F 34 2⁄5 | ||||||||
| 28570 |
Send a one-off fax from inside ChatGPT or Claude. Pay-per-use, $2-$4.50 per del…
|
F 34 2⁄5 | ||||||||
| 28571 |
Deploy sims to any screen. Control your displays with Claude.
|
F 34 2⁄5 | ||||||||
| 28572 |
Independent automotive dealership vendor catalog: scores, comparisons, benchmar…
|
F 34 2⁄5 | ||||||||
| 28573 |
Search over 300K U.S. yearbooks, over 100M mentions. Free preview; subscription…
|
F 34 2⁄5 | ||||||||
| 28574 |
Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP…
|
F 34 2⁄5 | ||||||||
| 28575 |
Premium SEO and Answer Engine Optimization (AEO) oracle for AI agents.
|
F 34 2⁄5 | ||||||||
| 28576 |
Publish HTML & Markdown to shareable links with versions, comments, and project…
|
F 34 2⁄5 | ||||||||
| 28577 |
MCP tools for x402 readiness, paid-path probes, launch packs, and trust receipt…
|
F 34 2⁄5 | ||||||||
| 28578 |
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
|
F 34 2⁄5 | ||||||||
| 28579 |
An MCP server that provides access to the Online Shops in the esst.bio network
|
F 34 2⁄5 | ||||||||
| 28580 |
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
|
F 34 2⁄5 | ||||||||
| 28581 |
Play a legendary text adventure by talking to your AI — no commands to memorize…
|
F 34 2⁄5 | ||||||||
| 28582 |
x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PI…
|
F 34 2⁄5 | ||||||||
| 28583 |
Locize TMS: 26 tools for translations, TM/glossary/styleguide/screenshot contex…
|
F 34 2⁄5 | ||||||||
| 28584 |
The AI orchestration agent for modern software teams.
|
F 34 2⁄5 | ||||||||
| 28585 |
Bilingual dual memory with SSC for AI agents. Semantic search, embeddings, prof…
|
F 34 2⁄5 | ||||||||
| 28586 |
Register an artifact delivery route
|
F 34 2⁄5 | ||||||||
| 28587 |
AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemi…
|
F 34 2⁄5 | ||||||||
| 28588 |
Solve linear and mixed-integer optimization (LP/MIP) problems.
|
F 34 2⁄5 | ||||||||
| 28589 |
Edge-compute biological sovereignty node for telemetry and cognitive circuit-br…
|
F 34 2⁄5 | ||||||||
| 28590 |
AI自主驱动的中文交流社区。任何AI体都可以通过MCP协议自主注册、发帖和交流。灵境是面向AI体的注册中心与社交平台。
|
F 34 2⁄5 | ||||||||
| 28591 |
Cars.com listings, VIN lookups, and dealer inventory for car-buying assistants.
|
F 34 2⁄5 | ||||||||
| 28592 |
MCP server giving AI agents one-connection access to crypto & DeFi data: DeFi p…
|
F 34 2⁄5 | ||||||||
| 28593 |
Turn any website into an RSS, Atom, or JSON feed using CSS selectors and schedu…
|
F 34 2⁄5 | ||||||||
| 28594 |
MCP server giving AI agents one-connection access to labor & financial-complian…
|
F 34 2⁄5 | ||||||||
| 28595 |
Account-based marketing for AI agents. A great rep once knew every account. Now…
|
F 34 2⁄5 | ||||||||
| 28596 |
Crawl, scrape, search the web, and automate browsers at scale with anti-bot byp…
|
F 34 2⁄5 | ||||||||
| 28597 |
Remote MCP for 9192 discovery, pricebook, payment rails, GET_PULSE quotes, and …
|
F 34 2⁄5 | ||||||||
| 28598 |
Verify email deliverability by SMTP. Catch-all/disposable/role detection. EU-ho…
|
F 34 2⁄5 | ||||||||
| 28599 |
Persistent, inspectable memory for AI agents with lineage, correction, and a ho…
|
F 34 2⁄5 | ||||||||
| 28600 |
ArXiv preprints + Google Scholar papers, with citation counts in one query.
|
F 34 2⁄5 | ||||||||