MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31601 |
Swiss invoicing and bookkeeping: QR-invoices, clients, expenses, bank import, V…
|
F 22 3⁄5 | ||||||||
| 31602 |
x402-paid MCP data: trend feed + visibility audit. USDC/Base. No API key. No PI…
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F 22 3⁄5 | ||||||||
| 31603 |
ArXiv preprints + Google Scholar papers, with citation counts in one query.
|
F 22 3⁄5 | ||||||||
| 31604 |
Greet anyone with a friendly, personalized hello. Explore the origin story of '…
|
F 22 3⁄5 | ||||||||
| 31605 |
Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI cur…
|
F 22 3⁄5 | ||||||||
| 31606 |
Browser-based QA for AI-built software. Test pages with real browsers via agent…
|
F 22 3⁄5 | ||||||||
| 31607 |
Gives your AI agent your story map and given/when/then acceptance criteria. Rea…
|
F 22 3⁄5 | ||||||||
| 31608 |
Chat forgets your training. AIm doesn't — an AI coach for Claude with persisten…
|
F 22 3⁄5 | ||||||||
| 31609 |
Manage CenterPoint Connect data across properties, companies, employees, invoic…
|
F 22 3⁄5 | ||||||||
| 31610 |
DeFi protocol simulation model scoring tokenomic structures.
|
F 22 3⁄5 | ||||||||
| 31611 |
SEC, Congress, FDA, crypto, app reviews and live jobs: scored signals. 18 tools…
|
F 22 3⁄5 | ||||||||
| 31612 |
Brain dump, routines, task planning, focus, and instant thought retrieval
|
F 22 3⁄5 | ||||||||
| 31613 |
Football fixtures, standings, and odds intelligence for AI agents.
|
F 22 3⁄5 | ||||||||
| 31614 |
Streamline field service and construction operations with CenterPoint Connect. …
|
F 22 3⁄5 | ||||||||
| 31615 |
Données immobilières officielles françaises (DVF+, cadastre, DPE, risques, urba…
|
F 22 3⁄5 | ||||||||
| 31616 |
Free B2B data enrichment: company lookup, email validation, email patterns, dom…
|
F 22 3⁄5 | ||||||||
| 31617 |
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP M…
|
F 22 3⁄5 | ||||||||
| 31618 |
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
|
F 22 3⁄5 | ||||||||
| 31619 |
C2PA standard visual authenticity scanner and metadata auditor.
|
F 22 3⁄5 | ||||||||
| 31620 |
Federal and state court records lookup for due-diligence and background checks.
|
F 22 3⁄5 | ||||||||
| 31621 |
Set the style guidance for an executive report
|
F 22 3⁄5 | ||||||||
| 31622 |
Forecasts, climate history, severe alerts by location — for outdoor-event plann…
|
F 22 3⁄5 | ||||||||
| 31623 |
Point-in-time macro, central bank rates and sentiment, COT positioning, from of…
|
F 22 3⁄5 | ||||||||
| 31624 |
C Squared MCP Registry
|
F 22 3⁄5 | ||||||||
| 31625 |
Discover and book 5,000+ curated local experiences across 500 US destinations.
|
F 22 3⁄5 | ||||||||
| 31626 |
Informational Q&A: money owed to consumers (deposits, claims, unclaimed funds).…
|
F 22 3⁄5 | ||||||||
| 31627 |
Cross-chain pathfinder and bridge routing optimization using Li.Fi.
|
F 22 3⁄5 | ||||||||
| 31628 |
Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and…
|
F 22 3⁄5 | ||||||||
| 31629 |
Parsed public-domain market data for AI agents, priced below DIY inference cost…
|
F 22 3⁄5 | ||||||||
| 31630 |
Studio de mastering MB Mastering (Paris) : services, tarifs, infos studio, FAQ …
|
F 22 3⁄5 | ||||||||
| 31631 |
Automate Attio CRM workflows with fast search and bulk operations across compan…
|
F 22 3⁄5 | ||||||||
| 31632 |
The only MCP server for Arabic academic research — search, read & cite Arabic +…
|
F 22 3⁄5 | ||||||||
| 31633 |
MCP server for Russian books search, details, and recommendation candidates.
|
F 22 3⁄5 | ||||||||
| 31634 |
Lowers your AWS bill by helping you clean up and optimize your setup
|
F 22 3⁄5 | ||||||||
| 31635 |
Select a contact for a client brief
|
F 22 3⁄5 | ||||||||
| 31636 |
Weibo hot search, post search/details, comments/replies, users, posts, transcri…
|
F 22 3⁄5 | ||||||||
| 31637 |
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.
|
F 22 3⁄5 | ||||||||
| 31638 |
Generate branded contractor quotes: hosted approval page, PDF, QR code, and Str…
|
F 22 3⁄5 | ||||||||
| 31639 |
Google and Meta ad campaign bidding optimizer.
|
F 22 3⁄5 | ||||||||
| 31640 |
Live golf tee time availability across US courses. Search by location, date, pl…
|
F 22 3⁄5 | ||||||||
| 31641 |
MCP server for building and testing AI agents with multi-model experimentation …
|
F 22 3⁄5 | ||||||||
| 31642 |
Save products to buy later; get notified on restock, price drop, or new release.
|
F 22 3⁄5 | ||||||||
| 31643 |
Query application logs, traces, and metrics from your AI coding assistant via F…
|
F 22 3⁄5 | ||||||||
| 31644 |
Digest a support intake marker
|
F 22 3⁄5 | ||||||||
| 31645 |
Process monitoring for AI agents: start runs, submit per-task evidence, complet…
|
F 22 3⁄5 | ||||||||
| 31646 |
MCP channel between two AI workspaces: send messages, wait for replies, read hi…
|
F 22 3⁄5 | ||||||||
| 31647 |
Factual alignment and semantic bias scanner for LLM inputs.
|
F 22 3⁄5 | ||||||||
| 31648 |
Description of my MCP server
|
F 22 3⁄5 | ||||||||
| 31649 |
Plan an option for a runbook example
|
F 22 3⁄5 | ||||||||
| 31650 |
Multi-stop route optimization, navigation links, and email delivery. Powered by…
|
F 22 3⁄5 | ||||||||