MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32401 |
Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semant…
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| 32402 |
agent-guard-mcp
Claim
agent-guard-mcp
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| 32403 |
Obsidian MCP Server
Claim
Enables Claude to read, write, search, and manage Obsidian vault notes with Git…
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| 32404 |
QTM4J MCP Server
Claim
An MCP server that exposes the QMetry Test Management for Jira Cloud REST API a…
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| 32405 |
cdek-mcp
Claim
MCP server for CDEK delivery API — tariff calculation, order creation, tracking…
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| 32406 |
jupiter-mcp
Claim
MCP server providing AI agents with native access to Jupiter's full DeFi stack …
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| 32407 |
MCP-SLOP Adapter
Claim
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
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| 32408 |
Invoker MCP Server
Claim
Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…
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| 32409 |
A multi-agent task management system for AI applications that enables users to …
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| 32410 |
XcodeBuildMCP
Claim
XcodeBuildMCP provides tools for Xcode project management, simulator management…
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| 32411 |
i18n Agent
Claim
AI-powered translation management built for AI agents. Automate localization wi…
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| 32412 |
Solentic
Claim
Native Solana staking for AI agents — 26 MCP tools including one-shot stake/uns…
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| 32413 |
dutch-gov-mcp
Claim
An unofficial MCP server providing access to Dutch government open data from da…
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| 32414 |
Demonstrates a complete MCP server implementation supporting both local Ollama …
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| 32415 |
CoderSwap MCP Server
Claim
Build searchable AI research knowledge bases with hybrid vector search directly…
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| 32416 |
Nouz
Claim
Unified MCP Server for Obsidian - graph-based note management with semantic cla…
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| 32417 |
MCP Telegram
Claim
Telegram MTProto-based MCP server with 19 tools for reading, searching, sending…
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| 32418 |
Axom MCP Server
Claim
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
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| 32419 |
test
Claim
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| 32420 |
A Test MCP server that provides tools, promts and resources
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| 32421 |
mcp-memento
Claim
Provides AI coding assistants with persistent memory storage using a local SQLi…
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| 32422 |
Connects Claude to E\*Trade for income-oriented trading research, providing rea…
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| 32423 |
raumnebenan-mcp MCP server (remote, JSON-RPC 2.0)
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| 32424 |
mcp-server
Claim
AI agent service marketplace — browse, purchase, and manage services via x402/U…
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| 32425 |
Tough Customer MCP
Claim
A Next.js MCP server that provides an inline roleplay configurator UI for Claud…
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| 32426 |
firewalla-mcp-server
Claim
A read-only MCP server that enables Claude to audit Firewalla network security …
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| 32427 | — | |||||||||
| 32428 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 32429 |
mcp-server
Claim
ThinkNEO Control Plane — Enterprise AI governance MCP server with runtime guard…
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| 32430 |
fungenerators
Claim
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| 32431 |
MCP server that nudges better AI session behavior through token usage and effic…
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| 32432 |
Enables AI assistants to interact with Origin Quantum computing services throug…
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| 32433 |
local-memory-mcp
Claim
Description: Persistent local memory for Claude, Cursor and Codex. 13 MCP tools…
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| 32434 |
StackSherpa
Claim
Compare API providers based on real-time pricing, performance benchmarks, and k…
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| 32435 |
Anything-to-NotebookLM
Claim
An MCP server that automates converting diverse content sources like WeChat art…
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| 32436 |
google-researcher
Claim
MCP server providing Google Search, web scraping, and multi-source research too…
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| 32437 |
DuckDuckGo MCP Server
Claim
A basic MCP server template with example tools for echoing messages and retriev…
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| 32438 |
UseAgents
Claim
Discover developer tools, then fetch tool-specific implementation context befor…
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| 32439 |
sg-weather-data-mcp
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| 32440 |
scraping-api-marketplace
Claim
# API Marketplace MCP Server
Real-time product data from Amazon, eBay, Walmart…
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| 32441 |
CMS Mcp Server
Claim
Provide a scaffold framework to build MCP servers efficiently. Enable rapid dev…
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| 32442 |
PIX4Dmatic MCP
Claim
Enables GUI automation for controlling PIX4Dmatic on Windows through MCP. Suppo…
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| 32443 |
linggen-mcp
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| 32444 |
MCP NanoBanana
Claim
Enables AI image generation and editing using Google's Nano Banana model via th…
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| 32445 |
WHOOP MCP Server
Claim
Connects WHOOP fitness data to Claude Desktop, enabling natural language querie…
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| 32446 |
goevento-new
Claim
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| 32447 |
dRPC Agent Skills
Claim
Blockchain RPC via DRPC. Exposes eth_call, eth_getBalance, gas
estimation, and …
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| 32448 |
gmail-mcp
Claim
Gmail MCP server — scope-gated tools (readonly / send / modify), path jails for…
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| 32449 |
Gmail MCP Server
Claim
Enables interaction with Gmail through the Gmail API, allowing users to list, r…
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| 32450 |
babelwrap-mcp
Claim
Let AI agents interact with any website through natural language instead of CSS…
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