MCP Server Quality Scores
Independent quality analysis of 64126 public MCP servers
Last updated 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 251 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 252 |
Cambodia legislation via MCP -- full-text search across statutes and provisions
|
B 84 6⁄4 | ||||||||
| 253 |
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
|
B 84 5⁄5 | ||||||||
| 254 |
Enables AI agents to establish and manage persistent SSH connections to remote …
|
B 84 5⁄5 | ||||||||
| 255 |
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
|
B 84 5⁄5 | ||||||||
| 256 |
Search Google and do deep web research on any topic
|
B 84 5⁄4 | ||||||||
| 257 |
Production readiness for vibe-coded apps. 52 checks for security, reliability, …
|
B 84 5⁄4 | ||||||||
| 258 |
SERP-based content scoring and optimization with 7 SEO categories.
|
B 84 4⁄4 | ||||||||
| 259 |
Provides real-time access to up-to-date library documentation and code examples…
|
B 84 5⁄5 | ||||||||
| 260 |
An MCP server that executes Python code in isolated rootless containers with op…
|
B 84 5⁄5 | ||||||||
| 261 |
Provides instant GDScript syntax validation and diagnostics by bridging Godot's…
|
B 84 5⁄4 | ||||||||
| 262 |
Enables storing, searching, and compressing contextual memories for LLM interac…
|
B 84 5⁄4 | ||||||||
| 263 |
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
B 84 5⁄4 | ||||||||
| 264 |
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
|
B 84 5⁄5 | ||||||||
| 265 |
Stata MCP Server
Claim
Provides a bridge between Stata statistical software and code editors like VS C…
|
B 84 5⁄4 | ||||||||
| 266 |
Pearl
|
B 84 6⁄6 | ||||||||
| 267 |
Enables AI assistants to interact with the Pocketsmith personal finance API to …
|
B 84 5⁄5 | ||||||||
| 268 |
Enables direct interaction with local WordPress development sites through Local…
|
B 84 5⁄5 | ||||||||
| 269 |
whatsapp-mcp-stream
Claim
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
|
B 84 5⁄4 | ||||||||
| 270 |
Mozambique legislation via MCP -- full-text search across statutes and provisio…
|
B 84 6⁄4 | ||||||||
| 271 |
Enables autonomous desktop automation by delegating tasks to vision-based agent…
|
B 84 6⁄6 | ||||||||
| 272 |
Thronglets
Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
|
B 84 4⁄4 | ||||||||
| 273 |
Pyth Pro MCP Server
Claim
Real-time and historical price feeds for 500+ crypto, equities, FX, and commodi…
|
B 84 6⁄6 | ||||||||
| 274 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 275 |
courier-mcp
Claim
Build multi-channel notifications into your product, send messages, update list…
|
B 84 6⁄6 | ||||||||
| 276 |
A Mathematical Computation Protocol server providing 286 mathematical functions…
|
B 84 6⁄6 | ||||||||
| 277 |
Let's your agent access the heroku platform
|
B 84 5⁄5 | ||||||||
| 278 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 279 |
Parse-DMARC MCP Server
Claim
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
|
B 84 5⁄4 | ||||||||
| 280 |
|
B 84 4⁄4 | ||||||||
| 281 |
Lenny's Podcast MCP
Claim
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
|
B 84 6⁄6 | ||||||||
| 282 |
Open-source FRED MCP Server (Federal Reserve Economic Data)
|
B 84 5⁄4 | ||||||||
| 283 |
MCPKit is a TypeScript library that lets you build MCP servers using decorators…
|
B 84 5⁄4 | ||||||||
| 284 |
Enables AI assistants to analyze cloud billing data in FOCUS format through nat…
|
B 84 5⁄5 | ||||||||
| 285 |
Production-grade GitLab MCP server with 86 tools — full GitLab control from any…
|
B 84 5⁄4 | ||||||||
| 286 |
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
|
B 84 5⁄4 | ||||||||
| 287 |
Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code…
|
B 84 5⁄5 | ||||||||
| 288 |
Provides LLMs with up-to-date, version-specific documentation and code examples…
|
B 84 6⁄6 | ||||||||
| 289 |
Provides comprehensive time manipulation capabilities including timezone conver…
|
B 84 5⁄5 | ||||||||
| 290 |
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
|
B 84 5⁄4 | ||||||||
| 291 |
Query trust scores for MCP servers and agent skills. Check if a tool is safe.
|
B 84 5⁄4 | ||||||||
| 292 |
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
B 84 5⁄5 | ||||||||
| 293 |
code-assistant
Claim
Coding agent with basic list, read, replace_in_file, write, execute_command and…
|
B 84 5⁄4 | ||||||||
| 294 |
Publish and discover MCP servers via the official MCP Registry. Powered by HAPI…
|
B 84 6⁄6 | ||||||||
| 295 |
|
B 84 6⁄6 | ||||||||
| 296 |
Running tools for AI agents: 92 calculators, 46 guides, marathon data, pace and…
|
B 84 4⁄4 | ||||||||
| 297 |
Enables searching and filtering over 1.5 million electronic components across J…
|
B 84 5⁄5 | ||||||||
| 298 |
Enables AI coding assistants to access comprehensive TouchDesigner operator doc…
|
B 84 5⁄4 | ||||||||
| 299 |
Provides time intelligence, persistent memory and complete traceability for AI …
|
B 84 5⁄5 | ||||||||
| 300 |
A TypeScript server that enhances AI assistants' capabilities when working with…
|
B 84 5⁄4 | ||||||||