MCP Server Quality Scores
Independent quality analysis of 67291 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 64301 |
Provides JIRA issue management and automation through MCP tools and standalone …
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| 64302 |
everything-search-mcp
Claim
Enables AI assistants to search local files on Windows using the Everything sea…
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| 64303 |
YouTube MCP Extended
Claim
Manages YouTube channels via Claude Desktop, enabling AI-powered metadata optim…
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| 64304 |
pokemcp
Claim
An MCP server that exposes the PokéAPI as tools and resources, allowing AI assi…
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| 64305 |
mcp-gerrit-code-review
Claim
MCP Server providing AI agents with tooling for Gerrit code review workflows vi…
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| 64306 |
Gemini Design MCP Server
Claim
Generates frontend UI code from text descriptions, screenshots, or iterative re…
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| 64307 |
Finance MCP Server
Claim
Exposes personal-finance tools like accounts, transactions, spending analysis, …
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| 64308 |
confluence-mcp-server
Claim
Integrates Confluence with Claude Desktop, enabling natural language search, co…
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| 64309 |
Upwork MCP Server
Claim
MCP server for Upwork via browser automation. Enables Claude Code to search job…
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| 64310 |
GeoRanker MCP Server
Claim
An agent-friendly MCP server for the GeoRanker High-Volume API, enabling SEO ra…
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| 64311 |
Simsima Connectivity
Claim
Search, recommend & buy travel eSIM data plans for 190+ destinations via AI age…
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| 64312 |
Payday MCP Server
Claim
Enables secure, read-only access to the Payday API through Claude Desktop with …
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| 64313 |
Fathom MCP
Claim
Enables searching meetings, retrieving transcripts and summaries from Fathom AI…
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| 64314 |
SuricataMCP Server
Claim
Turn Claude Desktop into a network security analyst. A comprehensive MCP server…
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| 64315 |
alphacouncil-agent
Claim
A Codex/Claude Code plugin that spawns multiple analyst agents to research stoc…
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| 64316 |
ifc-mcp
Claim
Enables AI agents to load, query, and analyze IFC building model files, includi…
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| 64317 |
stockup-mcp
Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
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| 64318 |
A cross-platform coordination layer that connects MCP-compatible tools to a sha…
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| 64319 |
An MCP server that gives AI agents the ability to inspect, observe, and automat…
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| 64320 |
Enables LLMs to generate and retrieve long-term memories using Vertex AI Memory…
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| 64321 |
wingolf-ai-mcp
Claim
MCP server integrating Google Search Console, Google Analytics 4, and GitHub, e…
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| 64322 |
bow-products-mcp
Claim
MCP server and CLI for Bow Beauty admins to populate, enrich, and validate the …
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| 64323 |
mcp-emtrafesa
Claim
Enables AI assistants to access Emtrafesa bus transportation services in Peru, …
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| 64324 |
Kitchen MCP Server
Claim
A hosted, multi-tenant MCP server that exposes the Kitchen.co client-portal API…
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| 64325 |
Endoflife MCP Server
Claim
Provides product lifecycle, release cycle, and End of Life (EOL) date informati…
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| 64326 |
Samantha
Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
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| 64327 |
Torify gives AI agents the Japanese locale primitives that standard libraries l…
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| 64328 |
mcp-crontab-server
Claim
Enables exploration, explanation, and management of crontab entries, including …
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| 64329 |
Miinta Pipedrive MCP
Claim
Read-only MCP server for Pipedrive that provides a digest-ready sales queue wit…
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| 64330 |
mcp-signal
Claim
Local Signal MCP server: read via Signal Desktop, send via signal-cli
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| 64331 |
project10
Claim
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| 64332 |
Magma MCP
Claim
MCP server for buying Lightning Network liquidity via Amboss Magma. Enables AI …
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| 64333 |
warframe-mcp
Claim
Provides AI assistants with real-time access to Warframe game data including wo…
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| 64334 |
mcp-nager-holidays
Claim
MCP server for accessing Nager.Date public holidays data. It provides tools to …
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| 64335 |
ti4-mcp
Claim
Provides Twilight Imperium 4 game data, rules lookup, faction strategy guides, …
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| 64336 |
anysearch-mcp-server
Claim
Unified real-time search engine skill for AI agents.
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| 64337 |
imagegen-mcp
Claim
AI image generation from text prompts via x402 micropayments on Base. $0.10 USD…
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| 64338 |
mcploy
Claim
Exposes the Loyverse API as MCP tools to manage stores, products, inventory, cu…
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| 64339 |
Multi-user Gmail MCP server that enables sending/receiving emails, managing acc…
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| 64340 |
ado-mcp
Claim
An MCP server that provides Azure DevOps integration for AI assistants, enablin…
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| 64341 |
Tableau MCP
Claim
Enables AI applications to interact with Tableau through tools for querying dat…
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| 64342 |
Linka MCP Next
Claim
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
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| 64343 |
soko-mcp
Claim
MCP server for East Africa commodity price intelligence — regional price compar…
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| 64344 |
Harvest MCP Server
Claim
The most complete Harvest time tracking integration for Claude, with 54 tools c…
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| 64345 |
thunderclient-mcp
Claim
Enables AI tools to create and manage API requests and collections in Thunder C…
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| 64346 |
tradingview
Claim
Connects Claude Code to your locally running TradingView Desktop app via Chrome…
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| 64347 |
CodeWeave MCP
Claim
CodeWeave enables AI coding clients to inspect, edit, and validate a configured…
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| 64348 |
Docker Forge MCP
Claim
Generates, audits, and tunes Docker Compose stacks inside Claude Code.
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| 64349 |
hubspot-mcp
Claim
A read-only MCP server that exposes HubSpot CRM data (contacts, deals, companie…
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| 64350 |
UISP API MCP Server
Claim
Enables interaction with Ubiquiti UISP API for managing network devices, sites,…
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