MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 3 hours, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 251 |
Automotive cybersecurity: R155/R156 regulations, ISO 21434, TISAX, AUTOSAR, Chi…
|
B 84 5⁄4 | ||||||||
| 252 |
Thronglets
Claim
P2P shared memory substrate for AI agents — stigmergic knowledge network via li…
|
B 84 4⁄4 | ||||||||
| 253 |
MCP Server for Android/iOS application and device automation, development and a…
|
B 84 5⁄5 | ||||||||
| 254 |
A Model Context Protocol server that enables interaction with Microsoft 365 ser…
|
B 84 5⁄4 | ||||||||
| 255 |
EU AI Act compliance scanner for Python AI agents. 14 tools across 6 articles.
|
B 84 5⁄5 | ||||||||
| 256 |
Generate Schema.org JSON-LD markup for 12 types including Person, Product, and …
|
B 84 4⁄4 | ||||||||
| 257 |
A Model Context Protocol (MCP) server that provides Nostr capabilities to AI ag…
|
B 84 5⁄4 | ||||||||
| 258 |
MCP server for structured and efficient reasoning with step validation, branchi…
|
B 84 5⁄5 | ||||||||
| 259 |
Hono Math MCP Server
Claim
Enables LLMs to perform basic mathematical operations (add, subtract, multiply,…
|
B 84 6⁄6 | ||||||||
| 260 |
whatsapp-mcp-stream
Claim
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
|
B 84 5⁄4 | ||||||||
| 261 |
A universal MCP server that enables any LLM or AI agent to access expert skills…
|
B 84 5⁄4 | ||||||||
| 262 |
MCP server for spatial queries via the Terranode Geospatial API, enabling AI ag…
|
B 84 4⁄4 | ||||||||
| 263 |
A Model Context Protocol (MCP) server for Prometheus Alertmanager
|
B 84 5⁄4 | ||||||||
| 264 |
Let's your agent access the heroku platform
|
B 84 5⁄5 | ||||||||
| 265 |
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
|
B 84 4⁄4 | ||||||||
| 266 |
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
|
B 84 5⁄5 | ||||||||
| 267 |
codebadger
Claim
A containerized Model Context Protocol (MCP) server providing static code analy…
|
B 84 5⁄4 | ||||||||
| 268 |
servicebricks
Claim
Generate a ServiceBricks C# .NET microservice as a ZIP file.
|
B 84 6⁄6 | ||||||||
| 269 |
SQLite-backed memory storage for MCP agents with optional semantic search via O…
|
B 84 5⁄5 | ||||||||
| 270 |
Turn any OpenAPI/Swagger spec into Claude tools. Zero config, zero code. Suppor…
|
B 84 5⁄4 | ||||||||
| 271 |
Professional letterhead PDF generator for macOS with Markdown support and smart…
|
B 84 5⁄4 | ||||||||
| 272 |
New Zealand legislation via MCP — full-text search across statutes and provisio…
|
B 84 6⁄6 | ||||||||
| 273 |
An MCP server that gives Claude Code real browser control for web automation, t…
|
B 84 4⁄4 | ||||||||
| 274 |
FastlyMCP
Claim
Enables AI assistants to interact with Fastly's CDN API through the Model Conte…
|
B 84 5⁄5 | ||||||||
| 275 |
Pearl
|
B 84 6⁄6 | ||||||||
| 276 |
Generates blog and social media images using Google's Gemini AI with pre-config…
|
B 84 5⁄5 | ||||||||
| 277 |
Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, …
|
B 84 5⁄5 | ||||||||
| 278 |
A server that implements the Model Context Protocol, providing a standardized w…
|
B 84 5⁄4 | ||||||||
| 279 |
MCP server for Google Search integration using Gemini's built-in search capabil…
|
B 84 5⁄4 | ||||||||
| 280 |
Lenny's Podcast MCP
Claim
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
|
B 84 6⁄6 | ||||||||
| 281 |
MCP server that allows interaction with PocketBase databases, enabling record o…
|
B 84 5⁄4 | ||||||||
| 282 |
An MCP server that enables AI agents to autonomously test, debug, and analyze w…
|
B 84 5⁄5 | ||||||||
| 283 |
Enables searching and filtering over 1.5 million electronic components across J…
|
B 84 5⁄5 | ||||||||
| 284 |
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph …
|
B 84 5⁄5 | ||||||||
| 285 |
UAE legislation via MCP — full-text search across federal laws, DIFC laws, and …
|
B 84 5⁄4 | ||||||||
| 286 |
Enables LLMs to systematically develop and validate regex patterns by defining …
|
B 84 5⁄5 | ||||||||
| 287 |
Enables autonomous desktop automation by delegating tasks to vision-based agent…
|
B 84 6⁄6 | ||||||||
| 288 |
Enables natural language interactions with Salesforce data and metadata, suppor…
|
B 84 5⁄5 | ||||||||
| 289 |
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
|
B 84 5⁄5 | ||||||||
| 290 |
MCP server for interacting with CKAN open data portals
|
B 84 5⁄5 | ||||||||
| 291 |
Production-grade GitLab MCP server with 86 tools — full GitLab control from any…
|
B 84 5⁄4 | ||||||||
| 292 |
Hindenrank MCP Server
Claim
Enables users to check crypto protocol risk ratings, search for DeFi protocols,…
|
B 84 5⁄5 | ||||||||
| 293 |
A Mathematical Computation Protocol server providing 286 mathematical functions…
|
B 84 6⁄6 | ||||||||
| 294 |
Stata MCP Server
Claim
Provides a bridge between Stata statistical software and code editors like VS C…
|
B 84 5⁄4 | ||||||||
| 295 |
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
|
B 84 5⁄5 | ||||||||
| 296 |
onekgpd-mcp
Claim
real-time access to 1000 Genomes Project dataset
|
B 84 6⁄6 | ||||||||
| 297 |
Find novel, statistically validated patterns in tabular data — hypothesis-free.
|
B 84 6⁄6 | ||||||||
| 298 |
Enables AI assistants to interact with Vikunja task management instances, provi…
|
B 84 5⁄4 | ||||||||
| 299 |
code-assistant
Claim
Coding agent with basic list, read, replace_in_file, write, execute_command and…
|
B 84 5⁄4 | ||||||||
| 300 |
Provides high-accuracy time information by querying multiple NTP servers for co…
|
B 84 6⁄6 | ||||||||