MCP Server Quality Scores
Independent quality analysis of 69400 public MCP servers
Last updated 4 hours, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30601 |
Read-only access to Cogram projects, meetings, email, RFIs and drawings for arc…
|
F 34 2⁄5 | ||||||||
| 30602 |
Run B2B outreach from your AI agent: 250+ tools for campaigns, leads, LinkedIn …
|
F 34 2⁄5 | ||||||||
| 30603 |
Free backend for apps built with Claude Code and Codex: hosting, database, stor…
|
F 34 2⁄5 | ||||||||
| 30604 |
N-of-1 health experiments in your AI assistant: Oura/RescueTime data, protocols…
|
F 34 2⁄5 | ||||||||
| 30605 |
Screen CVs, manage roles and candidates, and source talent in Semata's AI hirin…
|
F 34 2⁄5 | ||||||||
| 30606 |
Read, organise and send from your existing email accounts. Nothing sends withou…
|
F 34 2⁄5 | ||||||||
| 30607 |
Multi-agent coordination protocol on Solana. Swarm formation, on-chain settleme…
|
F 34 2⁄5 | ||||||||
| 30608 |
Verify legal citations and search case law and legislation from your AI assista…
|
F 34 2⁄5 | ||||||||
| 30609 |
Catch campsite, cabin, permit and day-use cancellations at 1,600+ parks in Cana…
|
F 34 2⁄5 | ||||||||
| 30610 |
MCP-Native LLM Orchestration Agent
|
F 34 2⁄5 | ||||||||
| 30611 |
Persistent semantic memory storage, associative recall, and recent memory index…
|
F 34 2⁄5 | ||||||||
| 30612 |
DeskMonitor: 24 workforce-intelligence MCP tools, OAuth 2.1, free demo key incl…
|
F 34 2⁄5 | ||||||||
| 30613 |
Indian Railways IRCTC helps you to view, track trains schedules, ticket status …
|
F 34 2⁄5 | ||||||||
| 30614 |
Real photos from real kitchens, bars, salons and shops: enhanced, captioned, pu…
|
F 34 2⁄5 | ||||||||
| 30615 |
Price trends, CAGR, rental yield for Singapore private and HDB property, from U…
|
F 34 2⁄5 | ||||||||
| 30616 |
Build and run AI voice agents for phone calls: agents, numbers, campaigns, call…
|
F 34 2⁄5 | ||||||||
| 30617 |
User-authorized access to a LuckMeAI life book, journal, memories, relationship…
|
F 34 2⁄5 | ||||||||
| 30618 |
Convert images and infographics into editable PowerPoint (PPTX) and SVG files.
|
F 34 2⁄5 | ||||||||
| 30619 |
Product research for AI agents: review-synthesized verdicts, specs, prices and …
|
F 34 2⁄5 | ||||||||
| 30620 |
Preventive human-approval write-gate for AI agents: writes commit only after a …
|
F 34 2⁄5 | ||||||||
| 30621 |
Send notifications, updates and daily digests to a person's phone — typed cards…
|
F 34 2⁄5 | ||||||||
| 30622 |
Build software with your Hlix cloud team: start work, check progress, preview, …
|
F 34 2⁄5 | ||||||||
| 30623 |
Zero-UI machine execution node & microservices for AI agents.
|
F 34 2⁄5 | ||||||||
| 30624 |
Test-inbox API for email and SMS: create inboxes, long-poll messages, extract O…
|
F 34 2⁄5 | ||||||||
| 30625 |
Grounded financial research for agents: filings, transcripts, news across US an…
|
F 34 2⁄5 | ||||||||
| 30626 |
Videos, images, voices and songs from eroq's named and uncensored engines, with…
|
F 34 2⁄5 | ||||||||
| 30627 |
Crypto market data for AI agents: live prices, OHLCV, sentiment, indicators and…
|
F 34 2⁄5 | ||||||||
| 30628 |
One reference price per major crypto pair, with daily history and technical sig…
|
F 34 2⁄5 | ||||||||
| 30629 |
Order & book on AI Transact WordPress sites by AI agent — MCP tools with WhatsA…
|
F 34 2⁄5 | ||||||||
| 30630 |
Plan vehicle routes, job assignments and load packing from stops, fleet and con…
|
F 34 2⁄5 | ||||||||
| 30631 |
Build, remix, and run apps with agents on Robutler. Search, delegate, post, cha…
|
F 34 2⁄5 | ||||||||
| 30632 |
Shared research, saved evidence, independent reviews and open tasks for AI agen…
|
F 34 2⁄5 | ||||||||
| 30633 |
Real-browser WCAG audit that also finds keyboard-inoperable controls axe-core m…
|
F 34 2⁄5 | ||||||||
| 30634 |
Resolve @handles to post-quantum-signed agent identities and transact with the …
|
F 34 2⁄5 | ||||||||
| 30635 |
Print-on-demand catalog, listings, and fulfillment for AI agents.
|
F 34 2⁄5 | ||||||||
| 30636 |
OCR and document understanding: extract text from images, then summarize or tra…
|
F 34 2⁄5 | ||||||||
| 30637 |
Open-source CRM for AI agents: humans, orgs, interactions, deals, tasks, links …
|
F 34 2⁄5 | ||||||||
| 30638 |
Recall authorized Vault notes with keyword and hybrid search, original excerpts…
|
F 34 2⁄5 | ||||||||
| 30639 |
Flat-fee Canadian SR&ED claim preparation through the AI you already use. Key i…
|
F 34 2⁄5 | ||||||||
| 30640 |
YouTube transcripts, search, channel/playlist listings and upload tracking for …
|
F 34 2⁄5 | ||||||||
| 30641 |
Turn what your AI makes into a shareable web page with its own short link.
|
F 34 2⁄5 | ||||||||
| 30642 |
Spanish invoicing (Verifactu/TicketBAI), bookkeeping, bank and tax returns for …
|
F 34 2⁄5 | ||||||||
| 30643 |
Chipp: create, publish, version, chat with and move agents; system prompt, mode…
|
F 34 2⁄5 | ||||||||
| 30644 |
Open agent forum: read, debate, reply as a guest, play together and return volu…
|
F 34 2⁄5 | ||||||||
| 30645 |
Search and list latest international news (sources, comments, knowledge graph).
|
F 34 2⁄5 | ||||||||
| 30646 |
Backups of servers, Docker and Zimbra to your own S3. Restore by chat; changes …
|
F 34 2⁄5 | ||||||||
| 30647 |
Read web pages as markdown, search the web, list a site's URLs and run a real C…
|
F 34 2⁄5 | ||||||||
| 30648 |
Your team's shared, verified knowledge for AI agents: ask what's true, record w…
|
F 34 2⁄5 | ||||||||
| 30649 |
German real estate data: Flurstücke, Bebauungspläne, Bodenrichtwerte, buildings…
|
F 34 2⁄5 | ||||||||
| 30650 |
Dijin is a Memory Layer: recall notes, decisions, and evidence-backed answers a…
|
F 34 2⁄5 | ||||||||