MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31701 |
Swiss invoicing and bookkeeping: QR-invoices, clients, expenses, bank import, V…
|
F 22 3⁄5 | ||||||||
| 31702 |
Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.
|
F 22 3⁄5 | ||||||||
| 31703 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 22 3⁄5 | ||||||||
| 31704 |
Business-ops MCP for FreedomOS — finance, OKRs, customer scoring, AI agents, co…
|
F 22 3⁄5 | ||||||||
| 31705 |
Plan a profile governance setting
|
F 22 3⁄5 | ||||||||
| 31706 |
Consent-scoped vault access and free verification of family-issued learning rec…
|
F 22 3⁄5 | ||||||||
| 31707 |
Brain dump, routines, task planning, focus, and instant thought retrieval
|
F 22 3⁄5 | ||||||||
| 31708 |
Football fixtures, standings, and odds intelligence for AI agents.
|
F 22 3⁄5 | ||||||||
| 31709 |
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
|
F 22 3⁄5 | ||||||||
| 31710 |
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP M…
|
F 22 3⁄5 | ||||||||
| 31711 |
Scoped, audited SSH exec, sessions, and SFTP on your saved servers without expo…
|
F 22 3⁄5 | ||||||||
| 31712 |
Generate PDFs from Markdown or HTML. Zero-auth, agent-native. Returns base64-en…
|
F 22 3⁄5 | ||||||||
| 31713 |
Google and Meta ad campaign bidding optimizer.
|
F 22 3⁄5 | ||||||||
| 31714 |
Forecast a scenario amount
|
F 22 3⁄5 | ||||||||
| 31715 |
Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and…
|
F 22 3⁄5 | ||||||||
| 31716 |
AI Catholic formation — spiritual direction, saints, scripture, and semantic se…
|
F 22 3⁄5 | ||||||||
| 31717 |
Forecasts, climate history, severe alerts by location — for outdoor-event plann…
|
F 22 3⁄5 | ||||||||
| 31718 |
Browser-based QA for AI-built software. Test pages with real browsers via agent…
|
F 22 3⁄5 | ||||||||
| 31719 |
Queue content for editorial review
|
F 22 3⁄5 | ||||||||
| 31720 |
Trust signals for AI agents: an open agent-readiness standard and developer too…
|
F 22 3⁄5 | ||||||||
| 31721 |
Factual alignment and semantic bias scanner for LLM inputs.
|
F 22 3⁄5 | ||||||||
| 31722 |
Fluid cowork platform. Synthesizes work data across boundaries, with project tr…
|
F 22 3⁄5 | ||||||||
| 31723 |
The only MCP server for Arabic academic research — search, read & cite Arabic +…
|
F 22 3⁄5 | ||||||||
| 31724 |
Toolbox dynamically routes to all MCPs in the Smithery registry based on your a…
|
F 22 3⁄5 | ||||||||
| 31725 |
Streamline field service and construction operations with CenterPoint Connect. …
|
F 22 3⁄5 | ||||||||
| 31726 |
Live and historical NBA/NFL/NHL data — fantasy bots, content sites, betting res…
|
F 22 3⁄5 | ||||||||
| 31727 |
Register a profile governance setting
|
F 22 3⁄5 | ||||||||
| 31728 |
OSINT dark web database search tool detecting credential leaks.
|
F 22 3⁄5 | ||||||||
| 31729 |
Ask your AI about the markets: filings, insider & congress trades, fund flows, …
|
F 22 3⁄5 | ||||||||
| 31730 |
Automated Remotion audiovisual production and render controller.
|
F 22 3⁄5 | ||||||||
| 31731 |
Escrow protection for agent payments on Base — USDC held in smart contract unti…
|
F 22 3⁄5 | ||||||||
| 31732 |
Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI cur…
|
F 22 3⁄5 | ||||||||
| 31733 |
Lowers your AWS bill by helping you clean up and optimize your setup
|
F 22 3⁄5 | ||||||||
| 31734 |
E-commerce inventory and catalog data structuring tool.
|
F 22 3⁄5 | ||||||||
| 31735 |
Informational Q&A: money owed to consumers (deposits, claims, unclaimed funds).…
|
F 22 3⁄5 | ||||||||
| 31736 |
Provides event organisers with tools to interact with a Ticket Tailor box offic…
|
F 22 3⁄5 | ||||||||
| 31737 |
Select a contact for a client brief
|
F 22 3⁄5 | ||||||||
| 31738 |
Render HTML and CSS to PNG images over HTTP. Send HTML and CSS and get a PNG ba…
|
F 22 3⁄5 | ||||||||
| 31739 |
Advanced text styling to preserve semantic human flow.
|
F 22 3⁄5 | ||||||||
| 31740 |
Agent search: query-tailored web/news/paper/podcast segments, not full pages or…
|
F 22 3⁄5 | ||||||||
| 31741 |
Cross-chain pathfinder and bridge routing optimization using Li.Fi.
|
F 22 3⁄5 | ||||||||
| 31742 |
Deploy apps and manage Kubernetes on AWS, GCP, Azure, and On-Premise with natur…
|
F 22 3⁄5 | ||||||||
| 31743 |
Discover and book 5,000+ curated local experiences across 500 US destinations.
|
F 22 3⁄5 | ||||||||
| 31744 |
Automated design system token generator and export utility.
|
F 22 3⁄5 | ||||||||
| 31745 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31746 |
Greet anyone with a friendly, personalized hello. Explore the origin story of '…
|
F 22 3⁄5 | ||||||||
| 31747 |
Generate branded contractor quotes: hosted approval page, PDF, QR code, and Str…
|
F 22 3⁄5 | ||||||||
| 31748 |
Terms of Service contract analyzer flagging abusive clauses.
|
F 22 3⁄5 | ||||||||
| 31749 |
246 tools to run sales, marketing & hiring: CRM, leads, AI calling, content, re…
|
F 22 3⁄5 | ||||||||
| 31750 |
Draft cited RFP and security questionnaire answers from your knowledge base, wi…
|
F 22 3⁄5 | ||||||||