MCP Server Quality Scores
Independent quality analysis of 66518 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 23201 |
Live Marketing Data MCP
Claim
Connect AI assistants to live Meta Ads, GA4, and Google Search Console data. 10…
|
C 61 3⁄3 | ||||||||
| 23202 |
18 tools: agent memory, API drift detection, and HMAC-signed trust receipts
|
C 61 3⁄3 | ||||||||
| 23203 |
rememex
Claim
semantic search for your local files find by meaning, not keywords. 120+ file t…
|
C 61 4⁄3 | ||||||||
| 23204 |
Enables interaction with Android devices via the Android Debug Bridge (ADB), al…
|
C 61 4⁄3 | ||||||||
| 23205 |
ast-grep MCP Server
Claim
Enables AI assistants to search and analyze codebases using Abstract Syntax Tre…
|
C 61 4⁄3 | ||||||||
| 23206 |
Enables AI assistants to interact directly with the ClickUp REST API v2 for man…
|
C 61 4⁄4 | ||||||||
| 23207 |
GhidraMCP
Claim
Enables LLMs to autonomously reverse engineer binaries using Ghidra's capabilit…
|
C 61 4⁄3 | ||||||||
| 23208 |
Enables managing a minimal task backlog with operations to create, list, update…
|
C 61 4⁄3 | ||||||||
| 23209 |
Unity-AI-Tools-Template
Claim
Unity MCP Tool template project
|
C 61 3⁄3 | ||||||||
| 23210 |
MCP server for Hotkeyless AHK HTTP API. It lets your agent control your whole c…
|
C 61 3⁄3 | ||||||||
| 23211 |
Enables AI assistants to interact with esa.io teams, including reading, creatin…
|
C 61 4⁄3 | ||||||||
| 23212 |
A Model Context Protocol server for Atlassian Jira and Confluence that supports…
|
C 61 4⁄4 | ||||||||
| 23213 |
A Model Context Protocol server for managing, monitoring, and querying data in …
|
C 61 4⁄4 | ||||||||
| 23214 |
Enables AI agents to interact with web browsers using natural language, featuri…
|
C 61 4⁄3 | ||||||||
| 23215 |
A demo MCP server with tools for getting weather via wttr.in and executing read…
|
C 61 3⁄3 | ||||||||
| 23216 |
Index of all Model Context Protocol (MCP) clients and their capabilities
|
C 61 4⁄3 | ||||||||
| 23217 |
MCP server for creating and editing Rive (.riv) animation files. 139 tools for …
|
C 60 3⁄3 | ||||||||
| 23218 |
MCP Keyword Search
Claim
Enables keyword searching within text files with configurable case sensitivity,…
|
C 60 4⁄3 | ||||||||
| 23219 |
MCP server for Ozon Seller API — products, FBS/FBO, finance, analytics, returns
|
C 60 3⁄3 | ||||||||
| 23220 |
MCP Holyrics
Claim
Enables control and automation of Holyrics presentation software through natura…
|
C 60 3⁄3 | ||||||||
| 23221 |
Provides Azure Entra ID authenticated access to organizational development reso…
|
C 60 4⁄4 | ||||||||
| 23222 |
DeFi agent definitions JSON API - crypto trading portfolio management bots
|
C 60 4⁄3 | ||||||||
| 23223 |
An MCP server that exposes the full YNAB API, allowing LLMs to read and manage …
|
C 60 4⁄4 | ||||||||
| 23224 |
Connects AI assistants to 55+ Kali Linux security tools for automated CTF solvi…
|
C 60 4⁄3 | ||||||||
| 23225 |
Enables management of multiple Google Calendar accounts with support for search…
|
C 60 4⁄3 | ||||||||
| 23226 |
Connects to Garmin Connect and exposes your fitness and health data (activities…
|
C 60 4⁄4 | ||||||||
| 23227 |
Provides unified access to multiple homelab services including Nginx Proxy Mana…
|
C 60 4⁄4 | ||||||||
| 23228 |
An MCP server that enables programmatic interaction with Microsoft Word documen…
|
C 60 4⁄4 | ||||||||
| 23229 |
ummon
Claim
The semantic layer for software engineering: Connect code to meaning, build o…
|
C 60 4⁄3 | ||||||||
| 23230 |
pentestMCP: AI-Powered Penetration Testing via MCP, an MCP designed for penetra…
|
C 60 4⁄3 | ||||||||
| 23231 |
MCP server for Yandex Metrika API — counters, goals, reports, segments, logs
|
C 60 3⁄3 | ||||||||
| 23232 |
Enables read-only access to PostgreSQL databases with multi-tenant support, all…
|
C 60 4⁄4 | ||||||||
| 23233 |
Enables interaction with RSS readers that support the FreshRSS API through natu…
|
C 60 4⁄4 | ||||||||
| 23234 |
Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready f…
|
C 60 3⁄3 | ||||||||
| 23235 |
Enables interaction with Vertica databases through SQL queries, schema manageme…
|
C 60 4⁄4 | ||||||||
| 23236 |
Google Drive MCP Server
Claim
Enables comprehensive Google Drive operations including file management, conten…
|
C 60 4⁄4 | ||||||||
| 23237 |
MCP server for PrismHR, enabling AI agents to automate payroll, benefits, compl…
|
C 60 3⁄3 | ||||||||
| 23238 |
An MCP server for Task Trellis that provides tools for AI coding agents to mana…
|
C 60 4⁄3 | ||||||||
| 23239 |
Build Awesome MCPs with Awesome Best Practices for MCP Servers and MCP Clients
|
C 60 3⁄3 | ||||||||
| 23240 |
Captures and provides access to React Native console logs from Metro bundler, e…
|
C 60 4⁄3 | ||||||||
| 23241 |
Enterprise-grade MCP server with multi-agent system that enables AI-powered bus…
|
C 60 4⁄4 | ||||||||
| 23242 |
An MCP (Model Context Protocol) server that integrates with the ArgoCD API, ena…
|
C 60 4⁄4 | ||||||||
| 23243 |
Local-first code indexer that provides deep code understanding for Claude and o…
|
C 60 4⁄4 | ||||||||
| 23244 |
Enables comprehensive management of OpenProject work packages, projects, commen…
|
C 60 4⁄4 | ||||||||
| 23245 |
Enables AI assistants to manage TickTick tasks and projects through OAuth2 auth…
|
C 60 4⁄4 | ||||||||
| 23246 |
flamerobin-mcp-server
Claim
Firebird database MCP server that reads connection details from [FlameRobin's](…
|
C 60 3⁄3 | ||||||||
| 23247 |
A Model Context Protocol server that provides browser automation capabilities b…
|
C 60 4⁄4 | ||||||||
| 23248 |
Persistent semantic memory for AI agents using local ChromaDB vector search. No…
|
C 60 4⁄3 | ||||||||
| 23249 |
Enhanced MCP server for managing Proxmox virtualization platforms with complete…
|
C 60 4⁄4 | ||||||||
| 23250 |
An advanced macOS automation toolkit that enables AI clients to directly contro…
|
C 60 4⁄3 | ||||||||