MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28401 |
Regulatory compliance scanner validating SEC, FTC, and anti-spam rules.
|
F 34 2⁄5 | ||||||||
| 28402 |
Capability registry for the agentic economy. Semantic search over verified MCP …
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F 34 2⁄5 | ||||||||
| 28403 |
Operate the AdCritter ads platform: campaigns, creatives, audiences, and report…
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F 34 2⁄5 | ||||||||
| 28404 |
Documentation for the Spektralwerk spectrometer SCPI API as a streamable HTTP M…
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F 34 2⁄5 | ||||||||
| 28405 |
AI-powered incident management and server monitoring via MCP.
|
F 34 2⁄5 | ||||||||
| 28406 |
Search GitHub, npm, PyPI, StackOverflow, ArXiv from one MCP — built for coding …
|
F 34 2⁄5 | ||||||||
| 28407 |
Manage your Lnk.Bio page through AI: links, pages, themes, social icons, and mo…
|
F 34 2⁄5 | ||||||||
| 28408 |
H1B visa salary disclosures + compensation benchmarks — real numbers, not estim…
|
F 34 2⁄5 | ||||||||
| 28409 |
Make your knowledge agent-ready. One MCP endpoint, 5 connectors, 3 search modes.
|
F 34 2⁄5 | ||||||||
| 28410 |
Sales analytics, ML forecasting, customer segmentation, and trend analysis.
|
F 34 2⁄5 | ||||||||
| 28411 |
Description of my MCP server
|
F 34 2⁄5 | ||||||||
| 28412 |
Calculate your Human Design chart and explore how you make decisions and relati…
|
F 34 2⁄5 | ||||||||
| 28413 |
Query the AI Brand Directory. Audit brand visibility in ChatGPT, Claude, and Ge…
|
F 34 2⁄5 | ||||||||
| 28414 |
Your professional network in Claude — search contacts, log notes, and send warm…
|
F 34 2⁄5 | ||||||||
| 28415 |
Transcript-based audio editing: transcribe audio, edit by word ID, export edite…
|
F 34 2⁄5 | ||||||||
| 28416 |
Real-time cryptocurrency prices, market data, and trending coins via CoinGecko.
|
F 34 2⁄5 | ||||||||
| 28417 |
Federal+SLED govcon MCP: SAM, USASpending, recompete, hearings, policy intel, s…
|
F 34 2⁄5 | ||||||||
| 28418 |
Public holiday data for 30+ countries. Check holidays, working days and calenda…
|
F 34 2⁄5 | ||||||||
| 28419 |
Pre-diligence AI for founders, investors, and firms — multi-agent pitch analysi…
|
F 34 2⁄5 | ||||||||
| 28420 |
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
|
F 34 2⁄5 | ||||||||
| 28421 |
Centralized note store across AI clients: Claude, ChatGPT, Cursor, Codex, Winds…
|
F 34 2⁄5 | ||||||||
| 28422 |
Scan an MCP server for EU AI Act Art. 50, tool quality, OAuth hygiene & securit…
|
F 34 2⁄5 | ||||||||
| 28423 |
Connect your AI to all your data - 200+ sources, intelligently filtered, compli…
|
F 34 2⁄5 | ||||||||
| 28424 |
Anthropic logs audit filter and cybersecurity threat analyzer.
|
F 34 2⁄5 | ||||||||
| 28425 |
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cl…
|
F 34 2⁄5 | ||||||||
| 28426 |
Australian VET National Register — qualifications, units, skill sets, AQF ladde…
|
F 34 2⁄5 | ||||||||
| 28427 |
Redfin listings, sale-comps, and neighborhood market data via natural-language …
|
F 34 2⁄5 | ||||||||
| 28428 |
Live gold & silver prices for 37 countries. Tamara/Tabby installment calculator…
|
F 34 2⁄5 | ||||||||
| 28429 |
Query application logs, traces, and metrics from your AI coding assistant via F…
|
F 34 2⁄5 | ||||||||
| 28430 |
The Balanced Investor Club — The thinking companion for the markets. (MCP · Apr…
|
F 34 2⁄5 | ||||||||
| 28431 |
Solidity smart contract generator implementing safe coding defaults.
|
F 34 2⁄5 | ||||||||
| 28432 |
SwarmSync.AI
Claim
SwarmSync agent marketplace: discover agents, AP2 escrow payments, SwarmScore t…
|
F 34 2⁄5 | ||||||||
| 28433 |
Portfolio analytics + US-equity market research for AI clients. ChatGPT deep-re…
|
F 34 2⁄5 | ||||||||
| 28434 |
Turn your app idea into IA, wireframes, PRD, style guides, and dev specs for co…
|
F 34 2⁄5 | ||||||||
| 28435 |
Paid remote MCP for server intake risk reports, tool review, approvals, and rea…
|
F 34 2⁄5 | ||||||||
| 28436 |
High-precision gas fee predictor and block explorer routing oracle.
|
F 34 2⁄5 | ||||||||
| 28437 |
Local bounty-feed index: Bountycaster/Dework/Superteam/Algora/Sherlock/GitHub b…
|
F 34 2⁄5 | ||||||||
| 28438 |
Find substance abuse and mental health treatment facilities
|
F 34 2⁄5 | ||||||||
| 28439 |
Persistent memory for AI agents. Semantic search, memory graph, W3C DID identit…
|
F 34 2⁄5 | ||||||||
| 28440 |
Deploy ERC-20 tokens on Ethereum, Base, BNB, Polygon via MCP. One call = deploy…
|
F 34 2⁄5 | ||||||||
| 28441 |
Send a one-off fax from inside ChatGPT or Claude. Pay-per-use, $2-$4.50 per del…
|
F 34 2⁄5 | ||||||||
| 28442 |
TAM mapping, company discovery, contact intelligence, and technographics across…
|
F 34 2⁄5 | ||||||||
| 28443 |
Create professional visuals from text, URLs, or PDFs. Carousels, presentations,…
|
F 34 2⁄5 | ||||||||
| 28444 |
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
|
F 34 2⁄5 | ||||||||
| 28445 |
AI Powered News MCP: global, custom, time-scoped semantic+keyword search across…
|
F 34 2⁄5 | ||||||||
| 28446 |
Multi-tenant business platform — 6,000+ RBAC-gated MCP tools across finance, op…
|
F 34 2⁄5 | ||||||||
| 28447 |
TikTok Ads automation with AI: analyze performance, manage campaigns, optimize …
|
F 34 2⁄5 | ||||||||
| 28448 |
Dev.to, Steam, podcasts, Eventbrite — cross-format content discovery for AI cur…
|
F 34 2⁄5 | ||||||||
| 28449 |
Real-time digital asset narrative intelligence from 1,000+ curated media source…
|
F 34 2⁄5 | ||||||||
| 28450 |
Indeed listings + Glassdoor reviews + H1B salary data for career copilots.
|
F 34 2⁄5 | ||||||||