MCP Server Quality Scores
Independent quality analysis of 69153 public MCP servers
Last updated 4 hours, 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 54301 |
Capability router for autonomous agents. 12 MCP tools for discovery, registrati…
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| 54302 |
Provides secure, read-only database queries, HTTP GET requests with anti-SSRF p…
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| 54303 |
ttt-mcp
Claim
Exposes tic-tac-toe game tools (new_game, get_state, make_move) for Claude to p…
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| 54304 |
open-edison
Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
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| 54305 |
SSH Vault MCP
Claim
Enables AI agents to securely access encrypted secrets (SSH keys, API tokens, p…
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| 54306 |
Politics Feeds
Claim
Enables browsing and fetching curated politics and policy news feeds from vario…
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| 54307 |
AmiyaBot MCP Server
Claim
Provides MCP server and CLI for querying Arknights game data, including operato…
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| 54308 |
employees
Claim
A sample employee database exposed as an MCP server, enabling AI agents to sear…
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| 54309 |
mcp-for-redash
Claim
MCP server that connects AI assistants to Redash, enabling listing of assets, r…
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| 54310 |
MCP Testing Assistant
Claim
Enables automated testing and coverage reporting for MCP services with test exe…
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| 54311 |
lilygo-doc-mcp
Claim
Provides tools to search and retrieve LILYGO hardware documentation, including …
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| 54312 |
Browserbase MCP Server
Claim
Enables AI to control cloud browsers and automate web interactions through Brow…
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| 54313 |
Auto-generates MCP tools for all Amazon DataZone API operations, enabling natur…
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| 54314 |
Medplum MCP Server
Claim
Enables interaction with Medplum's FHIR data through the Model Context Protocol…
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| 54315 |
jazzcash-mcp
Claim
MCP server for JazzCash mobile wallet and payments (Pakistan). Supports wallet …
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| 54316 |
An implementation that enables interaction with the Solana blockchain through t…
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| 54317 |
# ManyContacts MCP Server
MCP (Model Context Protocol) server for [ManyContact…
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| 54318 |
cognition-wheel
Claim
Enables querying multiple AI models in parallel (Claude, Gemini, O3) and synthe…
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| 54319 |
MCP_Discord_Server
Claim
Discord Message Sending Service for Claude Desktop and KADI Agents that enables…
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| 54320 |
Alcove
Claim
A local-first personal information manager for knowledge, pins, tasks, and moun…
|
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| 54321 |
maacgo-mcp
Claim
Taiwan SMS MCP server. Send from Claude / Cursor / Windsurf, NCC-compliant, NT$…
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| 54322 | — | |||||||||
| 54323 |
fordcor
Claim
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| 54324 |
ZeroTrue MCP Server
Claim
Enables detection of AI-generated content in text, images, video, and audio via…
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| 54325 |
kabu-mcp
Claim
A secure, read-only MCP server that connects Claude Desktop to TradingView Desk…
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| 54326 |
whoop-mcp
Claim
Provides Claude Desktop with access to WHOOP fitness data including recovery, s…
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| 54327 |
MCP Git Commit Generator
Claim
Analyzes Git repository changes and generates conventional, context-aware commi…
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| 54328 |
Parts Finder MCP
Claim
Read-only MCP server for finding, comparing, and shortlisting engineering parts…
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| 54329 |
mcp-server-python
Claim
A Python MCP server providing AI agents with tools for local knowledge base sea…
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| 54330 |
Clear Thought MCP Server
Claim
Provides mental models, design patterns, debugging approaches, and structured t…
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| 54331 |
queue-inspector-mcp
Claim
An MCP server that lets an agent inspect and operate Redis-backed job queues, s…
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| 54332 |
Design System MCP Server
Claim
Provides resources, tools, and prompts for a Design System via MCP protocol, en…
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| 54333 |
arcana
Claim
Provides tarot reading capabilities including drawing spreads, looking up card …
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| 54334 |
databricks-sql-mcp
Claim
Enables AI assistants to execute SQL queries and explore databases, tables, and…
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| 54335 |
Enables users to select thinking depth (easy, medium, more, max) for AI respons…
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| 54336 |
mcp-server-reviewer
Claim
Reviews MCP servers for quality, security, and best practices, providing scores…
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| 54337 |
Enables reading, normalizing, validating, merging, and exporting data from Exce…
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| 54338 |
skosmos-mcp
Claim
Wraps the Skosmos REST API to enable AI assistants to browse, search, and trave…
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| 54339 |
notepadpp-mcp
Claim
MCP server for Notepad++ on Windows that allows opening files, checking editor …
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| 54340 |
gdb-mcp
Claim
MCP server that wraps gdb to enable LLMs to drive live debugging sessions, incl…
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| 54341 |
onepagecrm-mcp-server
Claim
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| 54342 |
ollqd
Claim
Enables indexing and semantic search of codebases and documents via MCP, using …
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| 54343 |
ProPlan
Claim
MCP server for project planning inside Claude. It tracks progress, knows your c…
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| 54344 |
ireal-mcp
Claim
Builds piano-friendly iReal Pro chord charts with deterministic layout, harmoni…
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| 54345 |
BigQuery Readonly MCP
Claim
Enables reading BigQuery data from ChatGPT using read-only SQL queries, with OA…
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| 54346 |
send-decision
Claim
Send-decision email verification: agents get send/review/avoid with evidence, p…
|
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| 54347 |
NotebookLM MCP Server
Claim
A production-ready, fully asynchronous MCP server that bridges AI agents with G…
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| 54348 |
Enables registration, monitoring, and control of IoT devices via AI agents, wit…
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| 54349 |
aion
Claim
A shared working-state layer for AI coding tools that provides a persistent not…
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| 54350 |
n8n-mcp
Claim
A Model Context Protocol (MCP) server that provides AI assistants with comprehe…
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