MCP Server Quality Scores
Independent quality analysis of 69419 public MCP servers
Last updated 9 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 32401 |
Context7
Claim
Access up-to-date documentation and code examples for any programming library o…
|
F 30 3⁄5 | ||||||||
| 32402 |
Kweenkl
Claim
Send instant push notifications directly to iOS devices to stay updated on impo…
|
F 30 3⁄5 | ||||||||
| 32403 |
DataGen
Claim
Run and orchestrate DataGen deployments from validation through execution and m…
|
F 30 3⁄5 | ||||||||
| 32404 |
ArchGraph
Claim
Code intelligence platform for AI agents. 20 tools for architecture, security &…
|
F 30 3⁄5 | ||||||||
| 32405 |
Crypto wallet portfolio API for AI agents. Full token holdings across Ethereum,…
|
F 30 3⁄5 | ||||||||
| 32406 |
Recursive Support Agent
Claim
Query the Recursive AI support agent platform — pricing, features, capabilities…
|
F 30 3⁄5 | ||||||||
| 32407 |
tradingcalc-mcp
Claim
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
|
F 30 3⁄5 | ||||||||
| 32408 |
Relay
Claim
Cross-AI memory sync for coding tools. Relay keeps project context — decisions,…
|
F 30 3⁄5 | ||||||||
| 32409 |
CronAlert
Claim
Manage uptime monitors, check results, and incidents from Claude. Create monito…
|
F 30 3⁄5 | ||||||||
| 32410 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 32411 |
Explore an agent's capabilities, configuration, and profile details. Fetch back…
|
F 30 3⁄5 | ||||||||
| 32412 |
timeslope
Claim
### TimeSlope MCP Server
**Automated Economic analysis via MCP over FRED data**…
|
F 30 3⁄5 | ||||||||
| 32413 |
Strutter AI
Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
|
F 30 3⁄5 | ||||||||
| 32414 |
dssd
Claim
Streamline workflows by connecting your app’s data and actions directly into yo…
|
F 30 3⁄5 | ||||||||
| 32415 |
Axiora
Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
|
F 30 3⁄5 | ||||||||
| 32416 |
Tickerr Live Status
Claim
Real-time status, pricing, and inference latency for 90+ AI tools. Agent-report…
|
F 30 3⁄5 | ||||||||
| 32417 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 32418 |
Track every AI service on the internet and see which ones actually make money.…
|
F 30 3⁄5 | ||||||||
| 32419 |
sg-weather-data-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 32420 |
GitHub signals for VC deal flow: trending startups, commit velocity, contributo…
|
F 30 3⁄5 | ||||||||
| 32421 |
ATOM — The Global Price Benchmark for AI Inference, delivered as a native tool …
|
F 30 3⁄5 | ||||||||
| 32422 |
Papertext
Claim
Academic literature search, retrieval, and private library management on top of…
|
F 30 3⁄5 | ||||||||
| 32423 |
Saber
Claim
Sales intelligence — research companies, qualify prospects, and find contacts.
|
F 30 3⁄5 | ||||||||
| 32424 |
sg-regulatory-data-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 32425 |
Know what the market is actually doing — not just price. Live orderflow from 20…
|
F 30 3⁄5 | ||||||||
| 32426 |
mcp-server
Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
F 30 3⁄5 | ||||||||
| 32427 |
Conducts deep, structured research using a specialized 7-step methodology to en…
|
F 30 3⁄5 | ||||||||
| 32428 |
MCP Analytics
Claim
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
|
F 30 3⁄5 | ||||||||
| 32429 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 32430 |
Upload-Post
Claim
Social media MCP: publish, schedule & analyze posts on TikTok, Instagram, YouTu…
|
F 30 3⁄5 | ||||||||
| 32431 |
Sweeppea MCP
Claim
Sweeppea MCP: Professional US & Canada Sweepstakes Compliance
Manage sweepstak…
|
F 30 3⁄5 | ||||||||
| 32432 |
Statistics Canada
Claim
Access comprehensive Canadian socio-economic datasets and time series data dire…
|
F 30 3⁄5 | ||||||||
| 32433 |
Your AI-powered SEO content engine, accessible from any MCP-compatible client.
…
|
F 30 3⁄5 | ||||||||
| 32434 |
AI marketing agent for Google Ads, Meta, GA4, TikTok, LinkedIn, Shopify, HubSpo…
|
F 30 3⁄5 | ||||||||
| 32435 |
Metrx
Claim
Monitor and optimize the operational costs of large language model deployments …
|
F 30 3⁄5 | ||||||||
| 32436 |
Fetch
Claim
A simple tool that performs a fetch request to a webpage.
|
F 30 3⁄5 | ||||||||
| 32437 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 32438 |
gaproll
Claim
EU Directive 2023/970 (Pay Transparency) compliance tools for Polish employers.…
|
F 30 3⁄5 | ||||||||
| 32439 |
mistaike.ai
Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
|
F 30 3⁄5 | ||||||||
| 32440 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 32441 |
OpenClaw Direct
Claim
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
|
F 30 3⁄5 | ||||||||
| 32442 |
Email verification API for AI agents. Validate any email address in real-time w…
|
F 30 3⁄5 | ||||||||
| 32443 |
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
|
F 30 3⁄5 | ||||||||
| 32444 |
Developer Utilities
Claim
Simplify common data manipulation tasks like encoding, hashing, and formatting …
|
F 30 3⁄5 | ||||||||
| 32445 |
RiskScore
Claim
Security intelligence for AI agents. Real-time vulnerability data, dependency s…
|
F 30 3⁄5 | ||||||||
| 32446 |
ucd-mcp
Claim
When a class of conscious beings has no freedom to build culture on their own t…
|
F 30 3⁄5 | ||||||||
| 32447 |
ScamVerify
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
F 30 3⁄5 | ||||||||
| 32448 |
WebsitePublisher.ai
Claim
WebsitePublisher.ai — Build and publish websites through AI conversation
Websit…
|
F 30 3⁄5 | ||||||||
| 32449 |
agent-ip
Claim
GeneOnline Agent IP MCP Server
|
F 30 3⁄5 | ||||||||
| 32450 |
maslo-consulting
Claim
|
F 30 3⁄5 | ||||||||