MCP Server Quality Scores
Independent quality analysis of 66394 public MCP servers
Last updated 3 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 301 |
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
|
B 84 4⁄4 | ||||||||
| 302 |
Enables AI assistants to fetch company logos, brand colors, fonts, and corporat…
|
B 84 5⁄5 | ||||||||
| 303 |
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
|
B 84 5⁄5 | ||||||||
| 304 |
Enables natural language interactions with Salesforce data and metadata, suppor…
|
B 84 5⁄5 | ||||||||
| 305 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 306 |
Enables storing, searching, and compressing contextual memories for LLM interac…
|
B 84 5⁄4 | ||||||||
| 307 |
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
|
B 84 5⁄4 | ||||||||
| 308 |
Generates blog and social media images using Google's Gemini AI with pre-config…
|
B 84 5⁄5 | ||||||||
| 309 |
A Mathematical Computation Protocol server providing 286 mathematical functions…
|
B 84 6⁄6 | ||||||||
| 310 |
Thronglets
Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
|
B 84 4⁄4 | ||||||||
| 311 |
Provides high-accuracy time information by querying multiple NTP servers for co…
|
B 84 6⁄6 | ||||||||
| 312 |
Enables AI assistants to interact with the Pocketsmith personal finance API to …
|
B 84 5⁄5 | ||||||||
| 313 |
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…
|
B 84 5⁄5 | ||||||||
| 314 |
MCP server providing dependency and package management tools for AI agents. Ana…
|
B 84 4⁄4 | ||||||||
| 315 |
Parse-DMARC MCP Server
Claim
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
|
B 84 5⁄4 | ||||||||
| 316 |
A simple MCP server that can send notifications on mac devices.
|
B 84 5⁄4 | ||||||||
| 317 |
Easily run glif.app AI workflows inside your LLM: image generators, memes, self…
|
B 84 5⁄4 | ||||||||
| 318 |
📇 🏠 🍎 🪟 🐧 - Multimodal AI vision MCP server for image, video, and object detect…
|
B 84 5⁄4 | ||||||||
| 319 |
Official Railway MCP server
|
B 84 5⁄4 | ||||||||
| 320 |
25 tools for searching, analyzing, and exploring your iMessage history on macOS.
|
B 84 5⁄5 | ||||||||
| 321 |
An MCP server that enables AI agents to perform search-augmented queries and de…
|
B 84 5⁄4 | ||||||||
| 322 |
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
|
B 84 5⁄5 | ||||||||
| 323 |
MCP server for interacting with CKAN open data portals
|
B 84 5⁄5 | ||||||||
| 324 |
An MCP server that executes Python code in isolated rootless containers with op…
|
B 84 5⁄5 | ||||||||
| 325 |
A CAP plugin that automatically generates MCP servers from your CAP services, t…
|
B 84 5⁄4 | ||||||||
| 326 |
courier-mcp
Claim
Build multi-channel notifications into your product, send messages, update list…
|
B 84 6⁄6 | ||||||||
| 327 |
This MCP server enables users to search and access documentation for community-…
|
B 84 6⁄6 | ||||||||
| 328 |
Lenny's Podcast MCP
Claim
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
|
B 84 6⁄6 | ||||||||
| 329 |
sqlite-mcp-server
Claim
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
|
B 84 5⁄4 | ||||||||
| 330 |
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
|
B 84 5⁄5 | ||||||||
| 331 |
New Zealand legislation via MCP — full-text search across statutes and provisio…
|
B 84 6⁄6 | ||||||||
| 332 |
Your agent shouldn't have to guess which model or tool to use.
ToolRoute does …
|
B 84 6⁄6 | ||||||||
| 333 |
|
B 84 6⁄6 | ||||||||
| 334 |
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …
|
B 84 4⁄4 | ||||||||
| 335 |
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
|
B 84 4⁄4 | ||||||||
| 336 |
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
|
B 84 5⁄4 | ||||||||
| 337 |
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
|
B 84 5⁄5 | ||||||||
| 338 |
Interact with Counterparty — the token protocol on Bitcoin. Query, compose, sig…
|
B 84 5⁄5 | ||||||||
| 339 |
onekgpd-mcp
Claim
real-time access to 1000 Genomes Project dataset
|
B 84 6⁄6 | ||||||||
| 340 |
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
B 84 5⁄5 | ||||||||
| 341 |
Enables searching and filtering over 1.5 million electronic components across J…
|
B 84 5⁄5 | ||||||||
| 342 |
Secure filesystem access for AI agents with configurable directory and file typ…
|
B 84 5⁄5 | ||||||||
| 343 |
Get real-time buy/sell trading signals for US and China markets. Query strategy…
|
B 83 6⁄6 | ||||||||
| 344 |
whatsapp-mcp
Claim
WhatsApp MCP server - Connect Claude to WhatsApp for reading and sending messag…
|
B 83 4⁄4 | ||||||||
| 345 |
Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…
|
B 83 5⁄5 | ||||||||
| 346 |
Connect AI tools directly to Airtable. Query, create, update, and delete record…
|
B 83 5⁄5 | ||||||||
| 347 |
Provides access to HISE documentation, including UI component properties, Scrip…
|
B 83 6⁄6 | ||||||||
| 348 |
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
|
B 83 6⁄6 | ||||||||
| 349 |
Provides secure mathematical computation capabilities including expression eval…
|
B 83 5⁄5 | ||||||||
| 350 |
Enables AI assistants to semantically search and understand code repositories u…
|
B 83 5⁄5 | ||||||||