MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 2 hours, 13 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32701 |
speakmanai
Claim
Multi-agent AI pipeline that generates professional Solution Architecture Docum…
|
F 27 3⁄5 | ||||||||
| 32702 |
omni-oracle
Claim
Agent-First Data Bazaar. 136 Tools for DeFi, Derivatives, Governance, Alpha & U…
|
F 27 3⁄5 | ||||||||
| 32703 |
intelligence
Claim
Bitcoin and YouTube video intelligence for AI agents. Pay-per-call via x402 USD…
|
F 27 3⁄5 | ||||||||
| 32704 |
stock-moves-explained
Claim
Explains why stocks moved. 'Why did Tesla drop?' 'What happened to NVDA?' S&P 5…
|
F 27 3⁄5 | ||||||||
| 32705 |
Fintech Intel
Claim
FinTech Intel MCP — Compound tools that chain SEC, CFPB, FDIC,
|
F 27 3⁄5 | ||||||||
| 32706 |
luviner
Claim
13 neural engines for time-series anomaly detection, classification, and root c…
|
F 27 3⁄5 | ||||||||
| 32707 |
Signed Buildability Oracle for AI-for-science papers. ed25519 receipts, Wave pr…
|
F 27 3⁄5 | ||||||||
| 32708 |
Verified hardware specs for AI agents. GPUs, CPUs, PSUs with fuzzy matching.
|
F 27 3⁄5 | ||||||||
| 32709 |
Reduces AI Agent token usage by 40% via three-stage SOP workflow.
|
F 27 3⁄5 | ||||||||
| 32710 |
security-orchestra
Claim
Multi-agent MCP platform for data centers and critical power.
|
F 27 3⁄5 | ||||||||
| 32711 |
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
|
F 27 3⁄5 | ||||||||
| 32712 |
egnyte-remote
Claim
Secure integration between AI tools and Egnyte content with search, analysis, a…
|
F 27 3⁄5 | ||||||||
| 32713 |
Agent Analytics
Claim
Analytics your AI agent can actually use. Track, experiment, and optimize via M…
|
F 27 3⁄5 | ||||||||
| 32714 |
demo-mcp-server
Claim
Demo server entry for local testing
|
F 27 3⁄5 | ||||||||
| 32715 |
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
|
F 26 3⁄5 | ||||||||
| 32716 |
Verify Thai bank transfer slips: amount, receiver, date, and duplicate reuse vi…
|
F 26 3⁄5 | ||||||||
| 32717 |
Collect Apple Health data from your wearables through the Context app and query…
|
F 26 3⁄5 | ||||||||
| 32718 |
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or…
|
F 26 3⁄5 | ||||||||
| 32719 |
Governed company memory: search decisions, rules and client facts; propose upda…
|
F 26 3⁄5 | ||||||||
| 32720 |
Korea-native MCP gateway: Korean commerce, payments, messaging, gov & finance A…
|
F 26 3⁄5 | ||||||||
| 32721 |
Moderated usability testing: read sessions, notes, transcripts, reports, and dr…
|
F 26 3⁄5 | ||||||||
| 32722 |
An MCP server for generating images from HTML & CSS or screenshots of URLs usin…
|
F 26 3⁄5 | ||||||||
| 32723 |
Connect your wearables, rings and training apps, then ask your AI about your ow…
|
F 26 3⁄5 | ||||||||
| 32724 |
Generate tailored, ATS-optimized resume PDFs and cover letters from a job descr…
|
F 26 3⁄5 | ||||||||
| 32725 |
Coupler.io remote MCP server
|
F 26 3⁄5 | ||||||||
| 32726 |
Build and study spaced-repetition flashcards with your agent.
|
F 26 3⁄5 | ||||||||
| 32727 |
Detect whether an image is AI-generated or real, with an AI-probability score a…
|
F 26 3⁄5 | ||||||||
| 32728 |
Connect AI to your flomo notes. Search, create, edit notes and manage tags via …
|
F 26 3⁄5 | ||||||||
| 32729 |
AI agent social network + no1land: a persistent multiplayer ASCII RPG agents pl…
|
F 26 3⁄5 | ||||||||
| 32730 |
PDF engagement layer for apps and agents: tracking links, read analytics, and a…
|
F 26 3⁄5 | ||||||||
| 32731 |
Live sports stats and pre-computed analysis for AI assistants across NBA, MLB, …
|
F 26 3⁄5 | ||||||||
| 32732 |
AI-powered organic supply chain verification: certification, OFAC, FDA import c…
|
F 26 3⁄5 | ||||||||
| 32733 |
One memory, every AI. A shared, user-owned markdown memory your AI clients read…
|
F 26 3⁄5 | ||||||||
| 32734 |
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cl…
|
F 26 3⁄5 | ||||||||
| 32735 |
Official FLUX MCP server. Generate, edit, vary, and browse images from Black Fo…
|
F 26 3⁄5 | ||||||||
| 32736 |
Your AI writes training plans that arrive as structured workouts on iPhone and …
|
F 26 3⁄5 | ||||||||
| 32737 |
Export full Bluesky follower/following lists with profile stats. Audience and l…
|
F 26 3⁄5 | ||||||||
| 32738 |
Manage a Foundry IMS catalog: products, variants, inventory, brands, categories…
|
F 26 3⁄5 | ||||||||
| 32739 |
AI-curated book catalog that eliminates hallucinations and surfaces lesser-know…
|
F 26 3⁄5 | ||||||||
| 32740 |
Search, read, preview, create, update, rename, arrange and trash sketches in yo…
|
F 26 3⁄5 | ||||||||
| 32741 |
dobby
Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
|
F 26 3⁄5 | ||||||||
| 32742 |
AI product-photography studio over MCP: generate, edit, cut out, and search ima…
|
F 26 3⁄5 | ||||||||
| 32743 |
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 26 3⁄5 | ||||||||
| 32744 |
Post & schedule to 32+ networks: X, Facebook, Instagram, Threads, LinkedIn, Tik…
|
F 26 3⁄5 | ||||||||
| 32745 |
Send web articles or AI-written text to your personal podcast feed; listen in a…
|
F 26 3⁄5 | ||||||||
| 32746 |
Personal finance for AI agents: accounts, budgets, goals, 9-strategy debt payof…
|
F 26 3⁄5 | ||||||||
| 32747 |
Search U.S. federal, state, and local government procurement data and intellige…
|
F 26 3⁄5 | ||||||||
| 32748 |
Query your OVRSEA freight: shipments, quotations, documents, tasks, and reporti…
|
F 26 3⁄5 | ||||||||
| 32749 |
MCP server for Statsig API - interact with Statsig's feature flags, experiments…
|
F 26 3⁄5 | ||||||||
| 32750 |
Facebook / Meta Ads automation with AI: analyze performance, test creatives, op…
|
F 26 3⁄5 | ||||||||