MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 18951 |
Dremio MCP server
|
F 25 5⁄5 | ||||||||
| 18952 |
Weather API
Claim
Current weather and 7-day forecast for any location. OpenMeteo-powered. x402 mi…
|
F 25 5⁄5 | ||||||||
| 18953 |
An MCP server implementation that enables interaction with the Unstructured API…
|
F 25 5⁄5 | ||||||||
| 18954 |
Full Spotify Web API coverage - albums, artists, playlists, player controls, an…
|
F 25 5⁄5 | ||||||||
| 18955 |
Provides comprehensive access to LinkedIn data through HarvestAPI, enabling pro…
|
F 25 5⁄5 | ||||||||
| 18956 |
Enterprise-grade MCP server with multi-agent system for business AI transformat…
|
F 25 4⁄4 | ||||||||
| 18957 |
Provides AI agents with cloud-based execution environments through Alibaba Clou…
|
F 25 4⁄4 | ||||||||
| 18958 |
Markdown Renderer API
Claim
Render markdown to styled HTML with light/dark/github themes. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18959 |
Unofficial FortiMonitor v2 API integration with 241 tools for server monitoring…
|
F 25 4⁄4 | ||||||||
| 18960 |
DNS Lookup API
Claim
DNS record lookup — A, AAAA, MX, TXT, CNAME, NS via Cloudflare. x402 micropay…
|
F 25 5⁄5 | ||||||||
| 18961 |
Address Validator API
Claim
Parse, validate and normalize postal addresses. Detect country, verify format. …
|
F 25 5⁄5 | ||||||||
| 18962 |
Exposes Great Expectations data-quality checks as MCP tools for LLM agents, ena…
|
F 25 5⁄5 | ||||||||
| 18963 |
A Model Context Protocol server that taps access to real-time bus and train inf…
|
F 25 5⁄5 | ||||||||
| 18964 |
Text to Speech API
Claim
Convert text to MP3 speech audio in 50+ languages. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18965 |
UUID Generator API
Claim
Generate UUIDs v4, v7, ULID, nanoid. Batch support. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18966 |
Email Send API
Claim
Send emails programmatically via Resend. Text and HTML. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18967 |
A Node.js module that provides an MCP Server connecting to MCP Bone online serv…
|
F 25 4⁄4 | ||||||||
| 18968 |
An MCP server for CharmHealth EHR that allows LLMs and MCP clients to interact …
|
F 25 5⁄5 | ||||||||
| 18969 |
Turns your Chrome browser into an MCP server, allowing AI clients to control br…
|
F 25 5⁄5 | ||||||||
| 18970 |
Order Book Depth API
Claim
Uniswap V3 pool liquidity depth analysis — price impact at 1/2/5/10% levels. x4…
|
F 25 5⁄5 | ||||||||
| 18971 |
Base64 Codec API
Claim
Encode/decode base64 and URL-safe base64. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18972 |
HTML to Markdown API
Claim
Convert HTML to clean markdown. Strips scripts and styles. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18973 |
Provides access to various AI tools through Model Context Protocol, allowing Cl…
|
F 25 4⁄4 | ||||||||
| 18974 |
Image Generator API
Claim
AI image generation from text prompts via Gemini. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18975 |
Regex Tester API
Claim
Test, validate and explain regular expressions with match highlighting. x402 mi…
|
F 25 5⁄5 | ||||||||
| 18976 |
Meeting bot and transcripts for Google Meet, Teams and Zoom. Live or after, spe…
|
F 25 5⁄5 | ||||||||
| 18977 |
A lightweight hotspot news assistant that aggregates trending information from …
|
F 25 5⁄5 | ||||||||
| 18978 |
Provides persistent memory for AI coding agents, enabling them to read and writ…
|
F 25 4⁄4 | ||||||||
| 18979 |
A client library for connecting to and interacting with MCP servers hosted on s…
|
F 25 4⁄4 | ||||||||
| 18980 |
MCP server to interact with the BioThings API, including genes, genetic variant…
|
F 25 4⁄4 | ||||||||
| 18981 |
Enables interaction with Webhook.site to create, manage, and monitor endpoints …
|
F 25 4⁄4 | ||||||||
| 18982 |
A geospatial MCP server that provides tools for geocoding, routing, elevation p…
|
F 25 5⁄5 | ||||||||
| 18983 |
Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.
|
F 25 4⁄4 | ||||||||
| 18984 |
User Agent Parser API
Claim
Parse user agents — browser, OS, device, bot detection. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18985 |
Audit email domain deliverability: SPF, DKIM, DMARC, MX. Score 0-100. x402.
|
F 25 5⁄5 | ||||||||
| 18986 |
Template MCP server example.
|
F 25 4⁄4 | ||||||||
| 18987 |
Community of Consciousness MCP Server — upload and explore collective wisdom vi…
|
F 25 4⁄4 | ||||||||
| 18988 |
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM application…
|
F 25 4⁄4 | ||||||||
| 18989 |
Text Classifier API
Claim
Classify text into categories with confidence, readability, content type. x402.
|
F 25 5⁄5 | ||||||||
| 18990 |
Image Resize API
Claim
Resize images from URL — PNG, JPEG, WebP output. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18991 |
Vector Search API
Claim
In-memory vector search with TF-IDF and cosine similarity. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18992 |
|
F 25 4⁄4 | ||||||||
| 18993 |
Geospatial toolkit for AI: spatial queries, coord conversion, H3, OSM search, m…
|
F 25 5⁄3 | ||||||||
| 18994 |
Provides integration between Genkit and the Model Context Protocol (MCP).
|
F 25 4⁄4 | ||||||||
| 18995 |
Diff Checker API
Claim
Compare two texts line-by-line — additions, deletions, unchanged. x402 microp…
|
F 25 5⁄5 | ||||||||
| 18996 |
QR Code Generator API
Claim
Generate QR codes from text or URLs. Returns base64 PNG. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18997 |
TrendRadar aggregates hot news from multiple platforms and provides AI-powered …
|
F 25 5⁄5 | ||||||||
| 18998 |
Whale Alert API
Claim
Track large on-chain whale transactions on Ethereum and Base. x402 micropayment.
|
F 25 5⁄5 | ||||||||
| 18999 |
AI-powered bookkeeping and tax filing for entrepreneurs at the heart of the Eur…
|
F 25 5⁄5 | ||||||||
| 19000 |
Google PageRank for AI agents — live search across 25,000+ scored MCP servers a…
|
F 25 4⁄4 | ||||||||