MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 20301 |
AI agent orchestrator with Architect AI. Multi-team, web dashboard, 35+ MCP too…
|
B 76 3⁄3 | ||||||||
| 20302 |
Open, Git-native memory protocol for MCP agents. Portable, versioned, human-edi…
|
B 76 3⁄3 | ||||||||
| 20303 |
MCP server that exposes Pyright language server functionality
|
B 76 3⁄3 | ||||||||
| 20304 |
McpMux
Claim
McpMux — configure MCP servers once, connect every AI client through one local …
|
B 76 4⁄3 | ||||||||
| 20305 |
Schedule agent work and report write-once outcomes via CueAPI from any MCP host.
|
B 76 3⁄3 | ||||||||
| 20306 |
Russian state registries EGRUL (legal entities) and EGRIP (individual entrepren…
|
B 76 3⁄3 | ||||||||
| 20307 |
Event-sourced knowledge graph memory for AI coding agents with semantic search
|
B 76 4⁄3 | ||||||||
| 20308 |
A read-only MCP server connecting AI assistants to Azure DevOps Server (on-prem…
|
B 76 3⁄3 | ||||||||
| 20309 |
Manages UTM virtual machines on macOS via AppleScript, enabling cloning, config…
|
B 76 3⁄3 | ||||||||
| 20310 |
abcoder
Claim
deep, reliable and confidential coding-context
|
B 76 4⁄3 | ||||||||
| 20311 |
A universal gateway that aggregates multiple MCP servers into a single interfac…
|
B 76 4⁄4 | ||||||||
| 20312 |
|
B 76 3⁄3 | ||||||||
| 20313 |
picocalc-mcp
Claim
AI assistant access to PicoCalc MicroPython hardware over USB.
|
B 76 3⁄3 | ||||||||
| 20314 |
|
B 76 3⁄3 | ||||||||
| 20315 |
150+ SAP HANA database tools as MCP tools for AI assistants
|
B 76 3⁄3 | ||||||||
| 20316 |
Plan fieldwork with location-based weather insights and quick place lookups. Ca…
|
B 76 3⁄3 | ||||||||
| 20317 |
Bridges AI coding agents with the browser to provide visual debugging, real-tim…
|
B 76 4⁄3 | ||||||||
| 20318 |
Comprehensive TypeScript MCP server for Jira with 20+ tools covering complete p…
|
B 76 4⁄4 | ||||||||
| 20319 |
Fetches a URL and returns the main content as clean Markdown, using plain HTTP …
|
B 76 3⁄3 | ||||||||
| 20320 |
Policy-based governance for AI agent tool calls. YAML policy, approval gates, a…
|
B 76 3⁄3 | ||||||||
| 20321 |
An MCP server for stealth browser automation that uses human-like interaction p…
|
B 76 3⁄3 | ||||||||
| 20322 |
Enables control and management of Coolify self-hosted PaaS instances, allowing …
|
B 76 4⁄4 | ||||||||
| 20323 |
A token-efficient MCP server that provides access to the entire Cloudflare API …
|
B 76 4⁄3 | ||||||||
| 20324 |
Open source AI agent platform with MCP server, browser automation, knowledge pa…
|
B 76 3⁄3 | ||||||||
| 20325 |
Institutional 13F intelligence: 8,600+ managers, holdings, peer search, sector …
|
B 75 3⁄3 | ||||||||
| 20326 |
Enables AI assistants to compile Delphi projects and single units directly thro…
|
B 75 4⁄3 | ||||||||
| 20327 |
Basecamp-MCP-Server
Claim
MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos…
|
B 75 4⁄4 | ||||||||
| 20328 |
Enables AI assistants to manage Google Tasks through natural language interacti…
|
B 75 4⁄4 | ||||||||
| 20329 |
Reddit automation for AI agents — browse feeds, search posts, comment, vote, an…
|
B 75 3⁄3 | ||||||||
| 20330 |
EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …
|
B 75 3⁄3 | ||||||||
| 20331 |
WordPress MCP Server
Claim
A comprehensive MCP server for managing WordPress sites through the REST API, f…
|
B 75 4⁄3 | ||||||||
| 20332 |
DeFi execution for AI agents — swap, lend, bridge, and yield across 22 chains.
|
B 75 3⁄3 | ||||||||
| 20333 |
Connects AI assistants to Linode cloud infrastructure, enabling the management …
|
B 75 4⁄4 | ||||||||
| 20334 |
echo-mcp
Claim
A zero-configuration Go library to automatically expose any existing Echo web f…
|
B 75 4⁄4 | ||||||||
| 20335 |
Enables Claude Code and OpenAI Codex to ask each other questions through iTerm …
|
B 75 3⁄3 | ||||||||
| 20336 |
Oracle Cloud Infrastructure MCP server
|
B 75 4⁄3 | ||||||||
| 20337 |
Self-healing proxy for MCP servers with retry, circuit breaker, and observabili…
|
B 75 3⁄3 | ||||||||
| 20338 |
MCP server providing LLMs with safe, read-only access to the Chinook SQLite sam…
|
B 75 3⁄3 | ||||||||
| 20339 |
Enables AI agents to control and query Unreal Engine 4.27.2 editor through MCP,…
|
B 75 3⁄3 | ||||||||
| 20340 |
Anti-detection browser MCP server for AI agents — navigate, interact, and autom…
|
B 75 4⁄4 | ||||||||
| 20341 |
The Redis official MCP Server offers an interface to manage and search data in …
|
B 75 4⁄3 | ||||||||
| 20342 |
MCP для команд 1c-platform-tools. Нужно расширение 1c-platform-tools с включённ…
|
B 75 4⁄3 | ||||||||
| 20343 |
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
|
B 75 3⁄3 | ||||||||
| 20344 |
A comprehensive MCP server that provides full integration between Claude and To…
|
B 75 4⁄4 | ||||||||
| 20345 |
Dotenv parser, ports, system info for AI agents
|
B 75 3⁄3 | ||||||||
| 20346 |
STS2MCP
Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
|
B 75 3⁄3 | ||||||||
| 20347 |
narsil-mcp
Claim
Rust MCP server for comprehensive code intelligence - 90 tools, 32 languages, s…
|
B 75 4⁄3 | ||||||||
| 20348 |
mcp-whatsapp
Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
|
B 75 3⁄3 | ||||||||
| 20349 |
ahk-mcp
Claim
AutoHotkey v2 MCP Server with prompts, tool chains, debugging, and code executi…
|
B 75 4⁄3 | ||||||||
| 20350 |
Provides access to PortOne's official documentation (developer center, help cen…
|
B 75 4⁄4 | ||||||||