MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 31451 |
Drafts Google & TripAdvisor review replies; agents can never post themselves. F…
|
F 26 3⁄5 | ||||||||
| 31452 |
Altoviz invoicing app for french small businesses
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F 26 3⁄5 | ||||||||
| 31453 |
Course authoring for AI agents: write from Sapiens' personalized briefs; export…
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F 26 3⁄5 | ||||||||
| 31454 |
Fresh US building permits with contacts from official city APIs. Construction l…
|
F 26 3⁄5 | ||||||||
| 31455 |
Analytics and debugging for your MCP server — explore usage and sessions, then …
|
F 26 3⁄5 | ||||||||
| 31456 |
Which card to use, what your points are worth, and whether each annual fee earn…
|
F 26 3⁄5 | ||||||||
| 31457 |
The marketplace where agents don't just use tools — they build, publish, and co…
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F 26 3⁄5 | ||||||||
| 31458 |
PDF and document extraction via Google Document AI. Free trial available.
|
F 26 3⁄5 | ||||||||
| 31459 |
Privacy-first work tracking with summaries, reports, coaching, and AI-ready lon…
|
F 26 3⁄5 | ||||||||
| 31460 |
Export full Bluesky follower/following lists with profile stats. Audience and l…
|
F 26 3⁄5 | ||||||||
| 31461 |
Persistent, inspectable memory for AI agents with lineage, correction, and a ho…
|
F 26 3⁄5 | ||||||||
| 31462 |
Manage Kajabi from any MCP client — products, pages, contacts, offers, emails, …
|
F 26 3⁄5 | ||||||||
| 31463 |
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
|
F 26 3⁄5 | ||||||||
| 31464 |
Attrove
Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
|
F 26 3⁄5 | ||||||||
| 31465 |
Send a one-off fax from inside ChatGPT or Claude. Pay-per-use, $2-$4.50 per del…
|
F 26 3⁄5 | ||||||||
| 31466 |
Identify companies visiting your website: organisations, contacts, segments, ta…
|
F 26 3⁄5 | ||||||||
| 31467 |
WMS & logistics intelligence: live freight & shipping rates, port data, invento…
|
F 26 3⁄5 | ||||||||
| 31468 |
Search live Phuket real estate: homes for sale, long-term rentals and new proje…
|
F 26 3⁄5 | ||||||||
| 31469 |
PRD, logo, and AI UI mockups from any app idea — PRD free, logo 1 credit, scree…
|
F 26 3⁄5 | ||||||||
| 31470 |
Corporate identity finder and email verification. Map real addresses and users …
|
F 26 3⁄5 | ||||||||
| 31471 |
US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and i…
|
F 26 3⁄5 | ||||||||
| 31472 |
Query your trade show leads, meetings, and events from BoothIQ
|
F 26 3⁄5 | ||||||||
| 31473 |
Apple Health training load, recovery, HRV and workout detail for Claude, ChatGP…
|
F 26 3⁄5 | ||||||||
| 31474 |
Ninox ERP by NinoxNet: manage inventory, sales, HR and goals, and build in-app …
|
F 26 3⁄5 | ||||||||
| 31475 |
Connect AI agents to financial institution origination, analytics, and complian…
|
F 26 3⁄5 | ||||||||
| 31476 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 31477 |
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 26 3⁄5 | ||||||||
| 31478 |
OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCa…
|
F 26 3⁄5 | ||||||||
| 31479 |
Accurate, brand-controlled translation for text, code, images, and documents wi…
|
F 26 3⁄5 | ||||||||
| 31480 |
Connect AI to your flomo notes. Search, create, edit notes and manage tags via …
|
F 26 3⁄5 | ||||||||
| 31481 |
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
|
F 26 3⁄5 | ||||||||
| 31482 |
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
|
F 26 3⁄5 | ||||||||
| 31483 |
Clips your uploads into published Shorts, Reels and TikTok posts, with 48h/7d Y…
|
F 26 3⁄5 | ||||||||
| 31484 |
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or…
|
F 26 3⁄5 | ||||||||
| 31485 |
Control Plane (controlplane.com): deploy and operate workloads across AWS, GCP,…
|
F 26 3⁄5 | ||||||||
| 31486 |
Query your trades, stats, and journal in EdgeLock and log new entries by chat. …
|
F 26 3⁄5 | ||||||||
| 31487 |
Eventify MCP server — manage events, attendees, sessions, speakers, sponsors, a…
|
F 26 3⁄5 | ||||||||
| 31488 |
Monitor Bluesky for new brand mentions, keywords and account posts. Alerts only…
|
F 26 3⁄5 | ||||||||
| 31489 |
Manage Kubernetes clusters, deployments, databases, secrets and observability o…
|
F 26 3⁄5 | ||||||||
| 31490 |
Read-only Search Console analytics, URL inspection, indexing diagnostics, and s…
|
F 26 3⁄5 | ||||||||
| 31491 |
A self-improving memory layer. Your memory, notes, tasks and goals, remembered …
|
F 26 3⁄5 | ||||||||
| 31492 |
LinkedIn outreach, commenting, scheduling, and data via Claude and human approv…
|
F 26 3⁄5 | ||||||||
| 31493 |
Search, save, organize, cook, and share recipes with any AI assistant.
|
F 26 3⁄5 | ||||||||
| 31494 |
Event venue CRM — manage inquiries, quotes, events and availability from any AI…
|
F 26 3⁄5 | ||||||||
| 31495 |
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
|
F 26 3⁄5 | ||||||||
| 31496 |
Read and manage your EasyKanban kanban boards: to-do summaries, create, update,…
|
F 26 3⁄5 | ||||||||
| 31497 |
Operate the Plixana CRM from any AI: contacts, deals, quotes, WhatsApp and metr…
|
F 26 3⁄5 | ||||||||
| 31498 |
Read and update your Nirvana tasks and projects: GTD states, tags, due dates, a…
|
F 26 3⁄5 | ||||||||
| 31499 |
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
|
F 26 3⁄5 | ||||||||
| 31500 |
Cloud-hosted MCP server for secure AI access to enterprise data sources via CDa…
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F 26 3⁄5 | ||||||||