MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 3 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28501 |
Give Claude an honest self-model — behavioral tendencies built from evidence, n…
|
F 34 2⁄5 | ||||||||
| 28502 |
Bundle multiple URLs into one short link. QR codes, access counters, redirect l…
|
F 34 2⁄5 | ||||||||
| 28503 |
MCP observability. Query live traffic, errors, duration, and alerts from your A…
|
F 34 2⁄5 | ||||||||
| 28504 |
MCP-native hosting: publish and operate AI-built web apps live at name.percher.…
|
F 34 2⁄5 | ||||||||
| 28505 |
Financial and covenant data for public and private credit: statements, cap stac…
|
F 34 2⁄5 | ||||||||
| 28506 |
Cold email, email warmup, LinkedIn outreach, and B2B lead database via MCP.
|
F 34 2⁄5 | ||||||||
| 28507 |
Read-only health context MCP server for Iris users.
|
F 34 2⁄5 | ||||||||
| 28508 |
Publish a stakeholder report entry
|
F 34 2⁄5 | ||||||||
| 28509 |
Sovereign E2E cloud storage for AI agents. Zero-knowledge, RGPD-compliant.
|
F 34 2⁄5 | ||||||||
| 28510 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 34 2⁄5 | ||||||||
| 28511 |
Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-re…
|
F 34 2⁄5 | ||||||||
| 28512 |
Labor market trend analyzer utilizing advanced NLP semantic parsing.
|
F 34 2⁄5 | ||||||||
| 28513 |
Hosted MCP server for inbox health, reporting, and warmup operations.
|
F 34 2⁄5 | ||||||||
| 28514 |
Decision-assurance for AI agents: an auditable action boundary + receipt before…
|
F 34 2⁄5 | ||||||||
| 28515 |
Generates React components and design frameworks from visual layouts.
|
F 34 2⁄5 | ||||||||
| 28516 |
Bitcoin-anchored, tamper-evident audit-permanence layer for AI agents, FRE 902(…
|
F 34 2⁄5 | ||||||||
| 28517 |
Manage Chili Piper scheduling links, meetings, routing rules, and teams. Admin …
|
F 34 2⁄5 | ||||||||
| 28518 |
Authenticated MCP server for ClearPolicy policy and compliance workflows.
|
F 34 2⁄5 | ||||||||
| 28519 |
Grounded, multilingual travel data + a cited travel concierge. 12+ languages, d…
|
F 34 2⁄5 | ||||||||
| 28520 |
AI-powered incident management and server monitoring via MCP.
|
F 34 2⁄5 | ||||||||
| 28521 |
Governed AI agent skills — one library, distributed to devs and exposed to remo…
|
F 34 2⁄5 | ||||||||
| 28522 |
Zoom Whiteboard server for creating boards and diagrams and locating existing b…
|
F 34 2⁄5 | ||||||||
| 28523 |
Paid remote MCP for server intake risk reports, tool review, approvals, and rea…
|
F 34 2⁄5 | ||||||||
| 28524 |
Read-only bank & investment accounts via Plaid: balances, holdings, transaction…
|
F 34 2⁄5 | ||||||||
| 28525 |
Search and list latest international news (sources, comments, knowledge graph).
|
F 34 2⁄5 | ||||||||
| 28526 |
Ranks the best AI tool or API per task: transcription, TTS, web search, scrapin…
|
F 34 2⁄5 | ||||||||
| 28527 |
Browse and manage files in your Moxt AI workspace from any MCP client.
|
F 34 2⁄5 | ||||||||
| 28528 |
MACD signals
|
F 34 2⁄5 | ||||||||
| 28529 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 34 2⁄5 | ||||||||
| 28530 |
US market mood, stock sentiment, SentiSense Score, news, analyst ratings, and i…
|
F 34 2⁄5 | ||||||||
| 28531 |
Tennis Grand Slams 2026 MCP — Australian Open, Roland Garros, Wimbledon, US Ope…
|
F 34 2⁄5 | ||||||||
| 28532 |
Viral waitlists with referral tracking, leaderboards, analytics, and built-in t…
|
F 34 2⁄5 | ||||||||
| 28533 |
Public MCP server for summaries, DNS lookup, catalog, replies, and JSON checks.
|
F 34 2⁄5 | ||||||||
| 28534 |
Institutional-grade financial data: earnings, estimates, guidance, stock prices…
|
F 34 2⁄5 | ||||||||
| 28535 |
Read-only x402-paid trend-intent MCP tools for JSON and CSV signals.
|
F 34 2⁄5 | ||||||||
| 28536 |
Continuous improvement for software engineering teams: check-ins, improvements,…
|
F 34 2⁄5 | ||||||||
| 28537 |
DeFi protocol simulation model scoring tokenomic structures.
|
F 34 2⁄5 | ||||||||
| 28538 |
Semantic search across 5 US government healthcare databases.
|
F 34 2⁄5 | ||||||||
| 28539 |
Cash flow forecasting: manage scenarios, projections, and bank accounts for you…
|
F 34 2⁄5 | ||||||||
| 28540 |
Help center for SaaS teams. 14-tool MCP server for articles, collections, and s…
|
F 34 2⁄5 | ||||||||
| 28541 |
Golf Majors 2026 — Masters, PGA Championship, US Open, The Open. Tournaments, v…
|
F 34 2⁄5 | ||||||||
| 28542 |
Personal todo list that persists across sessions. Create, update, complete, reo…
|
F 34 2⁄5 | ||||||||
| 28543 |
Search 2,972 premium domains by keyword, category, TLD, and budget, then submit…
|
F 34 2⁄5 | ||||||||
| 28544 |
247 LLMs + image/video/voice/music gen + crypto/DeFi/markets/web-search. Pay-pe…
|
F 34 2⁄5 | ||||||||
| 28545 |
AI-powered charts with indicators and trade execution for forex, gold, indices …
|
F 34 2⁄5 | ||||||||
| 28546 |
15 AI-agent tools for SEC, FDA, congress, crypto & funding signals: insider, 13…
|
F 34 2⁄5 | ||||||||
| 28547 |
Sales research and prep tools for B2B reps. Prospect briefs, angles, citations.
|
F 34 2⁄5 | ||||||||
| 28548 |
TAM mapping, company discovery, contact intelligence, and technographics across…
|
F 34 2⁄5 | ||||||||
| 28549 |
Fluid cowork platform. Synthesizes work data across boundaries, with project tr…
|
F 34 2⁄5 | ||||||||
| 28550 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||