MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 3 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32801 |
Personal finance ledger: log expenses, track bills and cards, import statements.
|
F 26 3⁄5 | ||||||||
| 32802 |
Contio MeetingOS: meetings, transcripts, action items, agendas, calendar, and p…
|
F 26 3⁄5 | ||||||||
| 32803 |
Access family personality profiles, relationship reports, and relational patter…
|
F 26 3⁄5 | ||||||||
| 32804 |
Personal todo list that persists across sessions. Create, update, complete, reo…
|
F 26 3⁄5 | ||||||||
| 32805 |
Wishlists, favorites, and gift ideas — right from chat
|
F 26 3⁄5 | ||||||||
| 32806 |
Schedule, publish, and analyze social posts across TikTok, Instagram, YouTube, …
|
F 26 3⁄5 | ||||||||
| 32807 |
Read-only bank & investment accounts via Plaid: balances, holdings, transaction…
|
F 26 3⁄5 | ||||||||
| 32808 |
Create, edit, and organize MindMeister mind maps from your AI assistant.
|
F 26 3⁄5 | ||||||||
| 32809 |
Market research on European hosting and domains: ownership, structure, pricing,…
|
F 26 3⁄5 | ||||||||
| 32810 |
OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCa…
|
F 26 3⁄5 | ||||||||
| 32811 |
Blockchain data across 100+ chains: token prices, NFTs, transfers, simulation, …
|
F 26 3⁄5 | ||||||||
| 32812 |
PostgreSQL, MySQL, and SQL Server in one session. 26 read-only MCP tools for AI…
|
F 26 3⁄5 | ||||||||
| 32813 |
Run WhatsApp Business campaigns from any AI assistant: contacts, segments, and …
|
F 26 3⁄5 | ||||||||
| 32814 |
Bulk domain checking for AI chats: availability, aftermarket prices, archive.or…
|
F 26 3⁄5 | ||||||||
| 32815 |
Send a one-off fax from inside ChatGPT or Claude. Pay-per-use, $2-$4.50 per del…
|
F 26 3⁄5 | ||||||||
| 32816 |
Redfin listings, sale-comps, and neighborhood market data via natural-language …
|
F 26 3⁄5 | ||||||||
| 32817 |
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
|
F 26 3⁄5 | ||||||||
| 32818 |
Manage your Company Profile, Jobs, Candidates, Interview Requests, Matches, and…
|
F 26 3⁄5 | ||||||||
| 32819 |
Give your AI agents the tools to build, manage, and run automation workflows.
|
F 26 3⁄5 | ||||||||
| 32820 |
Research Kalshi prediction markets and place trades you approve, on your own AP…
|
F 26 3⁄5 | ||||||||
| 32821 |
PDF tools for Claude: merge, split, compress, convert, OCR & more. Requires a P…
|
F 26 3⁄5 | ||||||||
| 32822 |
Access New Relic observability data through MCP - query metrics, logs, traces, …
|
F 26 3⁄5 | ||||||||
| 32823 |
MCP access to the U.S. federal procurement graph: contracts, opportunities, ent…
|
F 26 3⁄5 | ||||||||
| 32824 |
Retrieve information from the Medusa documentation to assist you with your Medu…
|
F 26 3⁄5 | ||||||||
| 32825 |
Your public AI front door: intents, gatekeeper inbox, relationships, materials,…
|
F 26 3⁄5 | ||||||||
| 32826 |
Western, Vedic, and Chinese astrology calculations, charts, forecasts, and geoc…
|
F 26 3⁄5 | ||||||||
| 32827 |
Inventory, restock planning, and sales analytics for your Amazon FBA business.
|
F 26 3⁄5 | ||||||||
| 32828 |
Real-time & historical Hyperliquid/Lighter: L4/L2/L3, fills, funding, OI, liqui…
|
F 26 3⁄5 | ||||||||
| 32829 |
Semantic patent search & analysis: find, compare, and analyze patents by meanin…
|
F 26 3⁄5 | ||||||||
| 32830 |
Stop copy-pasting client context into your AI. 47 connectable providers via MCP.
|
F 26 3⁄5 | ||||||||
| 32831 |
Marketing autopilot in your IDE. AI turns codebase and context into content for…
|
F 26 3⁄5 | ||||||||
| 32832 |
The website platform for AI agents. One API to build, host, and operate real we…
|
F 26 3⁄5 | ||||||||
| 32833 |
Federal contracts, FDA recalls, business registrations, Amazon products — B2B i…
|
F 26 3⁄5 | ||||||||
| 32834 |
Attrove
Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
|
F 26 3⁄5 | ||||||||
| 32835 |
HPC lease economics, datacenter power, debt linkage, and political risk for min…
|
F 26 3⁄5 | ||||||||
| 32836 |
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
|
F 26 3⁄5 | ||||||||
| 32837 |
AI ad creative generation: brands, Brand DNA, asset uploads, image and video ge…
|
F 26 3⁄5 | ||||||||
| 32838 |
Altoviz invoicing app for french small businesses
|
F 26 3⁄5 | ||||||||
| 32839 |
Practitioner-led nutrition specialist. Access patient care profiles, dietitian …
|
F 26 3⁄5 | ||||||||
| 32840 |
Verified local-business leads: search any niche + city, query your library, exp…
|
F 26 3⁄5 | ||||||||
| 32841 |
The all-in-one LinkedIn MCP server: six outbound specialists for LinkedIn and e…
|
F 26 3⁄5 | ||||||||
| 32842 |
Real-time crypto market data: candles, tickers, orderbooks across 13+ exchanges…
|
F 26 3⁄5 | ||||||||
| 32843 |
Read and manage your Pantts boards — kanban, gantt, table and graph over one sh…
|
F 26 3⁄5 | ||||||||
| 32844 |
Turn PRDs and product ideas into structured specs so coding agents build your i…
|
F 26 3⁄5 | ||||||||
| 32845 |
Query Meta Ads performance data — accounts, campaigns, ad sets, ads, metrics & …
|
F 26 3⁄5 | ||||||||
| 32846 |
Read-only MCP over the LivingMeta AI-in-Research corpus: 12,400 papers, gaps, p…
|
F 26 3⁄5 | ||||||||
| 32847 |
Explore your Userbrain user test data, summarize feedback, and uncover actionab…
|
F 26 3⁄5 | ||||||||
| 32848 |
SEC Form 4 insider buys, deduplicated, with 10b5-1 flags, 8-K catalysts and a p…
|
F 26 3⁄5 | ||||||||
| 32849 |
Bzigo smart trap: device status, detections, health, firmware and simulations v…
|
F 26 3⁄5 | ||||||||
| 32850 |
AI visibility monitoring. 23 tools, 8 LLM platforms, Magic Link auth. Free tier.
|
F 26 3⁄5 | ||||||||