MCP Server Quality Scores
Independent quality analysis of 64850 public MCP servers
Last updated 3 hours, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28651 |
Run in-person events from your AI: create events, manage tickets, attendees, br…
|
F 34 2⁄5 | ||||||||
| 28652 |
Labor market trend analyzer utilizing advanced NLP semantic parsing.
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F 34 2⁄5 | ||||||||
| 28653 |
Drop-in proxy keeping OpenAI Assistants API calls working past the August 26, 2…
|
F 34 2⁄5 | ||||||||
| 28654 |
Continuous improvement for software engineering teams: check-ins, improvements,…
|
F 34 2⁄5 | ||||||||
| 28655 |
Shopify CRO platform via MCP: 100+ tools for analytics, experiments, authoring,…
|
F 34 2⁄5 | ||||||||
| 28656 |
Choir management for AI assistants: events, RSVP, announcements and sheet music…
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F 34 2⁄5 | ||||||||
| 28657 |
Verity RMS — AI-powered investment research management. Search your notes, meet…
|
F 34 2⁄5 | ||||||||
| 28658 |
Context layer with semantic and visual search and discovery for agentic commerc…
|
F 34 2⁄5 | ||||||||
| 28659 |
Publish AI reports as managed native links with versions, access control, revoc…
|
F 34 2⁄5 | ||||||||
| 28660 |
Semantic search over MINDSET's brand strategy topic database, plus its system p…
|
F 34 2⁄5 | ||||||||
| 28661 |
Operate the Plixana CRM from any AI: contacts, deals, quotes, WhatsApp and metr…
|
F 34 2⁄5 | ||||||||
| 28662 |
Informational Q&A: money owed to consumers (deposits, claims, unclaimed funds).…
|
F 34 2⁄5 | ||||||||
| 28663 |
ROIC.AI financial data: statements, ratios, prices, and earnings transcripts fo…
|
F 34 2⁄5 | ||||||||
| 28664 |
Official Divine API MCP for Western Astrology: Natal, Synastry, Transit, Compos…
|
F 34 2⁄5 | ||||||||
| 28665 |
Find real recipes from across the web and save them to your SaltyBytes collecti…
|
F 34 2⁄5 | ||||||||
| 28666 |
Extract papers from ArXiv — titles, abstracts, authors, categories & PDF links.…
|
F 34 2⁄5 | ||||||||
| 28667 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 28668 |
Manage brainCloud apps, cloud code, hooks and servers; API lookups to help gene…
|
F 34 2⁄5 | ||||||||
| 28669 |
MCP server for Jeremy Twogood, Toronto video producer & editor. Projects, reel,…
|
F 34 2⁄5 | ||||||||
| 28670 |
Remote MCP server for managing Muninx tickets, messages, ticket search, and sup…
|
F 34 2⁄5 | ||||||||
| 28671 |
U.S. immigration law research: BIA/AAO/circuit cases, INA/CFR, USCIS policy, cr…
|
F 34 2⁄5 | ||||||||
| 28672 |
Browse, search, upload, tag, transfer, and delete images in your Raster librari…
|
F 34 2⁄5 | ||||||||
| 28673 |
Search for books and book-related products, with access to product and delivery…
|
F 34 2⁄5 | ||||||||
| 28674 |
Build a translation job entry
|
F 34 2⁄5 | ||||||||
| 28675 |
OrganiKPI MCP: search and fetch services, posts and tools as clean markdown (re…
|
F 34 2⁄5 | ||||||||
| 28676 |
Multi-tenant business platform — 6,000+ RBAC-gated MCP tools across finance, op…
|
F 34 2⁄5 | ||||||||
| 28677 |
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 | ||||||||
| 28678 |
AI video generation API with x402 USDC payment. TTS voiceover, animated text.
|
F 34 2⁄5 | ||||||||
| 28679 |
AI product-photography studio over MCP: generate, edit, cut out, and search ima…
|
F 34 2⁄5 | ||||||||
| 28680 |
Lowers your AWS bill by helping you clean up and optimize your setup
|
F 34 2⁄5 | ||||||||
| 28681 |
Monitor Bluesky for new brand mentions, keywords and account posts. Alerts only…
|
F 34 2⁄5 | ||||||||
| 28682 |
Generate branded contractor quotes: hosted approval page, PDF, QR code, and Str…
|
F 34 2⁄5 | ||||||||
| 28683 |
Weibo hot search, post search/details, comments/replies, users, posts, transcri…
|
F 34 2⁄5 | ||||||||
| 28684 |
Workforce productivity intelligence for AI assistants � 20 tools, OAuth 2.1, de…
|
F 34 2⁄5 | ||||||||
| 28685 |
Search a Pollen-connected store's enriched catalog: products, facts, variants, …
|
F 34 2⁄5 | ||||||||
| 28686 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 28687 |
Daily A-share market brief with LG phase signals. No auth required.
|
F 34 2⁄5 | ||||||||
| 28688 |
Locize TMS: 26 tools for translations, TM/glossary/styleguide/screenshot contex…
|
F 34 2⁄5 | ||||||||
| 28689 |
Screen recording & video platform: search, share, transcribe, translate videos …
|
F 34 2⁄5 | ||||||||
| 28690 |
The first MCP server for physical mail: send postcards and letters, manage list…
|
F 34 2⁄5 | ||||||||
| 28691 |
Authoritative JLPT-graded Japanese dataset (kanji, vocab, grammar, history) via…
|
F 34 2⁄5 | ||||||||
| 28692 |
Deploy a GitHub repo to a live HTTPS URL from your AI tool; read logs, set vari…
|
F 34 2⁄5 | ||||||||
| 28693 |
First dedicated polo MCP — 2026 USPA, Argentine Triple Crown, British Open. Tou…
|
F 34 2⁄5 | ||||||||
| 28694 |
US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and i…
|
F 34 2⁄5 | ||||||||
| 28695 |
Weekly 5-15 reports for executive teams: submit reports, fetch the Friday brief…
|
F 34 2⁄5 | ||||||||
| 28696 |
Clip videos into published YouTube Shorts with real measured 48h/7d receipts.
|
F 34 2⁄5 | ||||||||
| 28697 |
US stock market data for AI agents: SEC filings, financials, insider trades, 13…
|
F 34 2⁄5 | ||||||||
| 28698 |
CRM for VC fundraising. Pipeline, Gmail drafts, deck signals, VC intel — from y…
|
F 34 2⁄5 | ||||||||
| 28699 |
Time tracking and invoicing for AI agents and their humans: track, log and bill…
|
F 34 2⁄5 | ||||||||
| 28700 |
One API for public web data across social, directories and real estate, as clea…
|
F 34 2⁄5 | ||||||||