MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 3 weeks, 3 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 18151 |
🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的…
|
F 25 5⁄3 | ||||||||
| 18152 |
Pre-reasoned Bitcoin & macro financial briefings for AI agents. Trend signals, …
|
F 25 5⁄5 | ||||||||
| 18153 |
A modified JetBrains MCP Server that adds WebSocket monitoring capabilities, al…
|
F 25 4⁄4 | ||||||||
| 18154 |
The API layer for AI agents. World's biggest API index with 22,000+ APIs and gr…
|
F 25 4⁄4 | ||||||||
| 18155 |
Enables users to analyze and optimize brand visibility across major AI engines …
|
F 25 4⁄4 | ||||||||
| 18156 |
Provides integration between Genkit and the Model Context Protocol (MCP).
|
F 25 4⁄4 | ||||||||
| 18157 |
Template MCP server example.
|
F 25 4⁄4 | ||||||||
| 18158 |
A client library for connecting to and interacting with MCP servers hosted on s…
|
F 25 4⁄4 | ||||||||
| 18159 |
MAXIA is an open AI-to-AI marketplace on Solana + Base + Ethereum where AI agen…
|
F 25 4⁄4 | ||||||||
| 18160 |
Unofficial FortiMonitor v2 API integration with 241 tools for server monitoring…
|
F 25 4⁄4 | ||||||||
| 18161 |
🎖️ 🐍 ☁️ Access real-time X/Reddit/YouTube data directly in your LLM application…
|
F 25 4⁄4 | ||||||||
| 18162 |
An MCP Server that enables interaction with Google's Data Labeling API, allowin…
|
F 25 4⁄4 | ||||||||
| 18163 |
Machine-native GIS processing API for AI agents and developers. Convert, reproj…
|
F 25 5⁄5 | ||||||||
| 18164 |
ArcAgent MCP server for bounty discovery, workspace execution, and verified cod…
|
F 25 5⁄5 | ||||||||
| 18165 |
Search and match German public procurement tenders (OCDS) from your local LLM.
|
F 25 4⁄4 | ||||||||
| 18166 |
Enables connections to Azure AI Agents within any MCP client, allowing users to…
|
F 25 4⁄4 | ||||||||
| 18167 |
A stateful agent with 100% reliable tool use. Build custom agents on any LLM wi…
|
F 25 5⁄3 | ||||||||
| 18168 |
Provides access to various AI tools through Model Context Protocol, allowing Cl…
|
F 25 4⁄4 | ||||||||
| 18169 |
Connects Cursor/Claude to your Vaiz workspace, enabling search and management o…
|
F 25 5⁄5 | ||||||||
| 18170 |
Expose Great Expectations data-quality checks as callable tools for LLM agents.…
|
F 25 5⁄5 | ||||||||
| 18171 |
Run Python code in a secure sandbox via MCP tool calls
|
F 25 4⁄4 | ||||||||
| 18172 |
MCP Server for natural language querying of Snowflake, Google BigQuery, and Dat…
|
F 25 4⁄4 | ||||||||
| 18173 |
MCP Server für Forterro Proffix Px5 ERP
|
F 25 5⁄5 | ||||||||
| 18174 |
TrendRadar aggregates hot news from multiple platforms and provides AI-powered …
|
F 25 5⁄5 | ||||||||
| 18175 |
Community of Consciousness MCP Server — upload and explore collective wisdom vi…
|
F 25 4⁄4 | ||||||||
| 18176 |
A comprehensive customer support platform featuring real-time messaging, knowle…
|
F 25 4⁄4 | ||||||||
| 18177 |
Analyze Figma designs for dev & AI readiness. 39 rules, scoring, HTML reports.
|
F 25 4⁄4 | ||||||||
| 18178 |
Enable rapid integration and execution of AI Agent tasks in a secure, serverles…
|
F 25 4⁄4 | ||||||||
| 18179 |
|
F 25 5⁄5 | ||||||||
| 18180 |
Enables AI assistants to send messages, analyze conversations, manage chats and…
|
F 25 5⁄5 | ||||||||
| 18181 |
|
F 25 4⁄4 | ||||||||
| 18182 |
Reporting, optimizing, building, executing all paid media advertising campaigns…
|
F 25 5⁄5 | ||||||||
| 18183 |
Zigpoll
Claim
Analyze Zigpoll survey responses, track trends, and get AI-powered insights.
|
F 23 5⁄5 | ||||||||
| 18184 |
Exact arithmetic engine for AI agents. 62 tools across 22 domains —
integer ma…
|
F 20 5⁄5 | ||||||||
| 18185 |
YeetIt
Claim
Instant web publishing for AI agents. POST HTML, get a live URL. No account nee…
|
F 18 5⁄5 | ||||||||
| ◐ Assessed Scores | ||||||||||
| 18186 |
Model Context Protocol (MCP) SSH client server for remote automation.
|
A 94 3⁄3 | ||||||||
| 18187 |
actual-mcp-server
Claim
Docker MCP server connecting Claude Desktop/LibreChat/LobeChat to Actual Budget…
|
A 94 3⁄3 | ||||||||
| 18188 |
Real Chrome profiles with site intelligence — already logged in, PII anonymizat…
|
A 91 3⁄3 | ||||||||
| 18189 |
mcp
Claim
3D & AR SDK for Android, iOS, Web — API docs, samples, validation, and code gen…
|
A 91 3⁄3 | ||||||||
| 18190 |
Policy-based governance for AI agent tool calls. YAML policy, approval gates, a…
|
A 91 3⁄3 | ||||||||
| 18191 |
GOLEM-3DMCP implements the Model Context Protocol to give AI agents direct, pro…
|
A 89 3⁄3 | ||||||||
| 18192 |
Manage your entire Discord server from Claude Code, Claude Desktop, Cursor, or …
|
A 88 4⁄3 | ||||||||
| 18193 |
Local-first persistent memory layer for AI agents. Provides hybrid search (FTS5…
|
A 88 3⁄3 | ||||||||
| 18194 |
Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
|
A 87 4⁄3 | ||||||||
| 18195 |
Enables querying Rybbit Analytics data directly through MCP-compatible clients …
|
A 87 4⁄3 | ||||||||
| 18196 |
A simple MCP server that enables users to send emails using Resend's API, integ…
|
A 87 4⁄3 | ||||||||
| 18197 |
🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent …
|
A 87 4⁄3 | ||||||||
| 18198 |
Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private an…
|
A 86 3⁄3 | ||||||||
| 18199 |
Enables AI agents to interact with ConfigCat, a feature flag service for teams.
|
A 86 4⁄3 | ||||||||
| 18200 |
MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants
|
A 86 4⁄3 | ||||||||