MCP Server Quality Scores
Independent quality analysis of 68948 public MCP servers
Last updated 7 hours, 59 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 301 |
Hindenrank MCP Server
Claim
Enables users to check crypto protocol risk ratings, search for DeFi protocols,…
|
B 84 5⁄5 | ||||||||
| 302 |
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
B 84 5⁄4 | ||||||||
| 303 |
A universal MCP server that enables any LLM or AI agent to access expert skills…
|
B 84 5⁄4 | ||||||||
| 304 |
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
|
B 84 5⁄5 | ||||||||
| 305 |
Enables storing, searching, and compressing contextual memories for LLM interac…
|
B 84 5⁄4 | ||||||||
| 306 |
Find novel, statistically validated patterns in tabular data — hypothesis-free.
|
B 84 6⁄6 | ||||||||
| 307 |
Professional letterhead PDF generator for macOS with Markdown support and smart…
|
B 84 5⁄4 | ||||||||
| 308 |
|
B 84 4⁄4 | ||||||||
| 309 |
Provides LLMs with up-to-date, version-specific documentation and code examples…
|
B 84 6⁄6 | ||||||||
| 310 |
MCP server providing dependency and package management tools for AI agents. Ana…
|
B 84 4⁄4 | ||||||||
| 311 |
Provides high-accuracy time information by querying multiple NTP servers for co…
|
B 84 6⁄6 | ||||||||
| 312 |
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI…
|
B 84 6⁄6 | ||||||||
| 313 |
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
|
B 84 5⁄4 | ||||||||
| 314 |
Enables autonomous desktop automation by delegating tasks to vision-based agent…
|
B 84 6⁄6 | ||||||||
| 315 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 316 |
Easily run glif.app AI workflows inside your LLM: image generators, memes, self…
|
B 84 5⁄4 | ||||||||
| 317 |
sqlite-mcp-server
Claim
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
|
B 84 5⁄4 | ||||||||
| 318 |
Pyth Pro MCP Server
Claim
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
|
B 84 6⁄6 | ||||||||
| 319 |
Provides real-time access to up-to-date library documentation and code examples…
|
B 84 5⁄5 | ||||||||
| 320 |
A server that implements the Model Context Protocol, providing a standardized w…
|
B 84 5⁄4 | ||||||||
| 321 |
IO Aerospace MCP Server: a .NET-based MCP server for aerospace & astrodynamics …
|
B 84 6⁄6 | ||||||||
| 322 |
SERP-based content scoring and optimization with 7 SEO categories.
|
B 84 4⁄4 | ||||||||
| 323 |
Enables Claude to read and manipulate Figma documents in real-time through 62 o…
|
B 84 5⁄5 | ||||||||
| 324 |
Connects AI assistants to external data sources (Google, Bing, etc.) via Search…
|
B 84 5⁄5 | ||||||||
| 325 |
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
|
B 84 5⁄4 | ||||||||
| 326 |
MCP server for interacting with CKAN open data portals
|
B 84 5⁄5 | ||||||||
| 327 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 328 |
FastlyMCP
Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
|
B 84 5⁄5 | ||||||||
| 329 |
A TypeScript server that enhances AI assistants' capabilities when working with…
|
B 84 5⁄4 | ||||||||
| 330 |
MCP server providing on-demand access to official prompting guides for building…
|
B 84 5⁄5 | ||||||||
| 331 |
An MCP server that gives Claude Code real browser control for web automation, t…
|
B 84 4⁄4 | ||||||||
| 332 |
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
|
B 84 4⁄4 | ||||||||
| 333 |
This MCP server enables users to search and access documentation for community-…
|
B 84 6⁄6 | ||||||||
| 334 |
An MCP server that executes Python code in isolated rootless containers with op…
|
B 84 5⁄5 | ||||||||
| 335 |
codebadger
Claim
A containerized Model Context Protocol (MCP) server providing static code analy…
|
B 84 5⁄4 | ||||||||
| 336 |
DrainBrain token safety, CORTEX trading signals, social trends. Zero Core Intel.
|
B 84 6⁄6 | ||||||||
| 337 |
Forex, IOF tax, US accounts, stablecoins, and international payments in Brazil.
|
B 84 5⁄4 | ||||||||
| 338 |
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
|
B 84 5⁄5 | ||||||||
| 339 |
Lenny's Podcast MCP
Claim
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
|
B 84 6⁄6 | ||||||||
| 340 |
Provides time intelligence, persistent memory and complete traceability for AI …
|
B 84 5⁄5 | ||||||||
| 341 |
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
|
B 84 5⁄5 | ||||||||
| 342 |
Thronglets
Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
|
B 84 4⁄4 | ||||||||
| 343 |
A generic mcp server fuzzer
|
B 83 5⁄4 | ||||||||
| 344 |
Interactive Brokers MCP Server
|
B 83 5⁄5 | ||||||||
| 345 |
Extracts decision intent from git history and protects intentional code from AI…
|
B 83 4⁄4 | ||||||||
| 346 |
JSON Schema, TypeScript types, mocks for AI agents
|
B 83 4⁄4 | ||||||||
| 347 |
Fetter MCP
Claim
Real-time Python package and vulnerability data for AI coding agents.
|
B 83 6⁄6 | ||||||||
| 348 |
Kokkai Minutes MCP Agent
Claim
Provides a structured interface to the Japanese National Diet Library's parliam…
|
B 83 6⁄6 | ||||||||
| 349 |
🪄 MCP server for programmatic creation and management of n8n workflows. Enables…
|
B 83 5⁄5 | ||||||||
| 350 |
Enables read-only access to Obsidian vaults with semantic search, tag filtering…
|
B 83 5⁄4 | ||||||||