MCP Server Quality Scores
Independent quality analysis of 40420 public MCP servers
Last updated 37 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 351 |
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
|
B 83 4⁄4 | ||||||||
| 352 |
Helps AI coding agents integrate MetaMask Embedded Wallets (Web3Auth) SDKs.
|
B 83 6⁄6 | ||||||||
| 353 |
MCP server for Xcode that wraps its AppleScript interface & uses XCLogParser to…
|
B 83 5⁄4 | ||||||||
| 354 |
MCP server for Gong.io - access calls, transcripts, and users
|
B 83 5⁄4 | ||||||||
| 355 |
AI access to Mapbox docs, API references, style specs, and guides. No token req…
|
B 83 6⁄6 | ||||||||
| 356 |
casibase
Claim
⚡️AI Cloud OS: Open-source enterprise-level AI knowledge base and MCP (model-co…
|
B 83 5⁄5 | ||||||||
| 357 |
An MCP server that enforces development discipline and workflow best practices,…
|
B 83 5⁄4 | ||||||||
| 358 |
local-brain
Claim
A CLI tool for managing projects
|
B 83 4⁄4 | ||||||||
| 359 |
An MCP server for managing Cloudron instances that enables monitoring and contr…
|
B 83 5⁄5 | ||||||||
| 360 |
Enables searching the YÖK National Thesis Center and retrieving thesis contents…
|
B 83 6⁄6 | ||||||||
| 361 |
Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…
|
B 83 5⁄5 | ||||||||
| 362 |
Provides seamless access to official Ukrainian government statistics from the S…
|
B 83 5⁄5 | ||||||||
| 363 |
A MCP(Model Context Protocol) server that accesses to Lightdash
|
B 83 5⁄5 | ||||||||
| 364 |
Enables Claude to monitor and manage homelab infrastructure including Docker co…
|
B 83 5⁄5 | ||||||||
| 365 |
A generic mcp server fuzzer
|
B 83 5⁄4 | ||||||||
| 366 |
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
|
B 83 5⁄5 | ||||||||
| 367 |
|
B 83 5⁄5 | ||||||||
| 368 |
MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…
|
B 83 5⁄4 | ||||||||
| 369 |
Famxplor Family Travel Activities
|
B 83 6⁄6 | ||||||||
| 370 |
Enables AI assistants to manage local tmux sessions, including creating and con…
|
B 83 5⁄5 | ||||||||
| 371 |
Professional Model Context Protocol (MCP) server for VMware ESXi hypervisor man…
|
B 83 5⁄4 | ||||||||
| 372 |
Enables AI assistants to semantically search and understand code repositories u…
|
B 83 5⁄5 | ||||||||
| 373 |
Provides secure mathematical computation capabilities including expression eval…
|
B 83 5⁄5 | ||||||||
| 374 |
Mexican legislation via MCP — full-text search across statutes and provisions
|
B 83 5⁄4 | ||||||||
| 375 |
Enables interaction with Figma files through intelligent API access, providing …
|
B 83 5⁄5 | ||||||||
| 376 |
A SnowLeopardAI-managed MCP server that provides access to Google BigQuery data.
|
B 83 5⁄4 | ||||||||
| 377 |
MCP server for DoorDash - let AI agents order food delivery autonomously with b…
|
B 83 5⁄5 | ||||||||
| 378 |
Roblox Studio MCP
Claim
Enables AI coding tools to control Roblox Studio for workspace exploration, ins…
|
B 83 5⁄5 | ||||||||
| 379 |
Search Fiverr gigs, sellers, pricing, and reviews. No API key required.
|
B 83 5⁄5 | ||||||||
| 380 |
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
|
B 83 5⁄5 | ||||||||
| 381 |
Comprehensive Model Context Protocol server for managing Home Assistant through…
|
B 83 5⁄4 | ||||||||
| 382 |
Browse Reddit posts, search content, and analyze user activity without API keys…
|
B 83 5⁄5 | ||||||||
| 383 |
Enables integration with CMP (Connectivity Management Platform) API to query an…
|
B 83 6⁄6 | ||||||||
| 384 |
Tunisia legislation via MCP -- full-text search across statutes and provisions
|
B 83 6⁄6 | ||||||||
| 385 |
Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…
|
B 83 5⁄4 | ||||||||
| 386 |
An adversarial code verification system that uses a Verifier-Critic debate loop…
|
B 83 5⁄5 | ||||||||
| 387 |
Handles 10M+ token contexts with chunking, sub-queries, and local Ollama infere…
|
B 83 5⁄5 | ||||||||
| 388 |
MCP server to read, inspect and troubleshoot codebase symbols
|
B 83 5⁄4 | ||||||||
| 389 |
mie
Claim
Persistent memory graph for AI agents. Facts, decisions, entities, and relation…
|
B 83 5⁄4 | ||||||||
| 390 |
Agent-native TypeScript framework for building MCP servers with declarative def…
|
B 83 5⁄4 | ||||||||
| 391 |
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
|
B 83 5⁄5 | ||||||||
| 392 |
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
|
B 83 5⁄5 | ||||||||
| 393 |
Connects Claude Desktop to LinkedIn's data layer for AI-powered networking, ena…
|
B 83 5⁄5 | ||||||||
| 394 |
A Model Context Protocol (MCP) server for Prometheus monitoring
|
B 83 5⁄4 | ||||||||
| 395 |
** THIS REPO HAS MOVED TO https://github.com/langchain-ai/langchainjs/tree/main…
|
B 83 5⁄4 | ||||||||
| 396 |
Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing…
|
B 83 5⁄5 | ||||||||
| 397 |
Enables interaction with the Bitcoin blockchain through the Maestro API platfor…
|
B 83 6⁄6 | ||||||||
| 398 |
Interactive Brokers MCP Server
|
B 83 5⁄5 | ||||||||
| 399 |
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
|
B 83 5⁄5 | ||||||||
| 400 |
Generates time-based one-time password (TOTP) 2FA codes for configured accounts…
|
B 83 5⁄4 | ||||||||