MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 44251 |
MCP server for terminal operations and file editing, enabling AI assistants to …
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| 44252 |
vite-mcp
Claim
A Vite plugin that provides MCP server capabilities, enabling MCP clients to in…
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| 44253 |
Coach Watts
Claim
Remote MCP server for training, nutrition, wellness, and performance data with …
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| 44254 |
retail-price-tracker-mcp
Claim
Enables tracking retail product prices, checking price history, and managing tr…
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| 44255 |
appflowy-mcp
Claim
A self-hosted, token-scoped Model Context Protocol server for AppFlowy. It give…
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| 44256 |
Cross-OEM industrial machine intelligence: identity, normalization, automation,…
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| 44257 |
A Model Context Protocol server that enables AI assistants to interact with Git…
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| 44258 |
local-expo-mcp
Claim
A single MCP server that orchestrates Expo CLI, Metro, and adb for local Expo p…
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| 44259 |
禅道 MCP Server
Claim
Enables query and management of Zentao bugs, tasks, projects, and iterations di…
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| 44260 |
OWL MCP Server
Claim
Enables AI assistants to query, modify, and reason over OWL/TTL/RDF ontology fi…
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| 44261 |
MCP server for connecting Claude Desktop to a local medical knowledge base with…
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| 44262 |
MCP Server Builder
Claim
Scaffolds new MCP server projects with intelligent file analysis that auto-dete…
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| 44263 |
@mcp-abap-adt/proxy
Claim
MCP proxy server for SAP ABAP ADT that adds JWT authentication and forwards req…
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| 44264 |
Termux Browser Pilot
Claim
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
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| 44265 |
Validates legal citations against the CourtListener database to detect hallucin…
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| 44266 |
open-assembly-mcp
Claim
MCP server for the Korean National Assembly Open API, enabling querying of bill…
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| 44267 |
mcp-server-251215_2
Claim
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| 44268 |
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| 44269 |
serial-mcp
Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
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| 44270 |
OrchestrateKit MCP
Claim
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
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| 44271 |
realtime-news
Claim
Track real-time hotlists across Weibo, Baidu, Zhihu, Douyin, Bilibili, Tencent,…
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| 44272 |
hedera-hcs-mcp-server
Claim
AI-powered Hedera HCS topic intelligence for agents. Pay per call in HBAR.
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| 44273 |
SiYuan Sisyphus MCP
Claim
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
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| 44274 |
Maguyva
Claim
Code intelligence for coding agents: semantic, AST, graph, and full-text search…
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| 44275 |
Agent Search
Claim
A self-hosted, MCP-native web-search backend for AI agents that provides meta-s…
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| 44276 |
Autoware MCP Server
Claim
Universal bridge between AI agents and Autoware autonomous driving stack, enabl…
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| 44277 |
A MCP server that provides browser automation tools, allowing users to navigate…
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| 44278 |
AI-powered code indexer with semantic search and knowledge graphs
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| 44279 |
MCP Code Intelligence
Claim
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
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| 44280 |
fixme-agent
Claim
Real-time AI code quality — 30 validators, 17 languages, 813+ checks
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| 44281 |
Azure DevOps MCP Server
Claim
Enables AI assistants to interact with Azure DevOps for managing work items, re…
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| 44282 |
sql-assistant-mcp
Claim
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
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| 44283 |
devsync-mcp
Claim
MCP server for AI-merge of team dev configurations, allowing the IDE's LLM to i…
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| 44284 |
Pakistan payments for AI agents — Safepay checkout via Safepay. Never holds fun…
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| 44285 |
PilotOps MCP
Claim
Enables AI-driven incident response by connecting Claude to monitoring tools li…
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| 44286 |
Snowflake MCP Server
Claim
Enables Snowflake data operations through a Python FastAPI server with Prefect …
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| 44287 |
symath
Claim
High-precision mathematics server for MCP clients, providing exact integer arit…
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| 44288 |
LongBook Verifier
Claim
An MCP server that evaluates whether retrieval methods and AI outputs are groun…
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| 44289 |
codex-bridge
Claim
MCP server that lets Claude Code ask GPT Codex for adversarial planning, code r…
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| 44290 |
schrodinger-mcp
Claim
Enables AI assistants to execute computational chemistry and drug discovery wor…
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| 44291 |
Enables comprehensive GitHub project management with 20 tools for issue trackin…
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| 44292 |
testmcp
Claim
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| 44293 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 44294 |
appwrite-console-mcp
Claim
Provides root access to all Appwrite projects, enabling management of projects,…
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| 44295 |
sportsbarwatch
Claim
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
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| 44296 |
Coddie MCP Server
Claim
Secure read-only access to Coddie project planning data, enabling AI assistants…
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| 44297 |
Gripp MCP
Claim
MCP server for the Gripp API, enabling CRUD operations on Gripp entities with b…
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| 44298 |
A universal MCP server that runs creative sub-agents (chapter writer, auditor, …
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| 44299 |
papermate
Claim
This MCP server enables AI models to format academic papers into Word documents…
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| 44300 |
Veris
Claim
Behavioral verification intelligence for autonomous coding agents. Builds a beh…
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