MCP Server Quality Scores
Independent quality analysis of 62421 public MCP servers
Last updated 2 hours, 1 minute ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32851 |
xtapdown-mcp
Claim
X (Twitter) creator toolkit MCP with 14 tools: tweet download (video/GIF/image/…
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| 32852 |
LinkedIn MCP server for AI content creation, LinkedIn post generation, post rew…
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| 32853 |
decodo-coppi
Claim
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| 32854 |
H-ear MCP Server
Claim
Enables Claude to classify audio across 7,000+ sound classes, including bird sp…
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| 32855 |
Enables AI agents to search for stock photography based on current location and…
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| 32856 |
expense-splitter-mcp
Claim
A Model Context Protocol (MCP) server for managing shared expenses between grou…
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| 32857 |
patch-usage-mcp
Claim
Enables Claude to read your Patch API budget usage, including spend, burn rate,…
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| 32858 |
Solana MCP Server
Claim
Enables AI agents to read chain data, execute transactions, swap tokens, and ma…
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| 32859 |
Excel-PPT Generator
Claim
Automates workflow between Excel data entry and PowerPoint report generation, a…
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| 32860 |
uspto_fpd_mcp
Claim
High-performance server that simplifies access to the USPTO Final Petition Deci…
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| 32861 |
keen
Claim
AI image upscaling — upscale any image to 2x or 4x resolution with x402 payments
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| 32862 |
OWL MCP Server
Claim
Enables AI assistants to query, modify, and reason over OWL/TTL/RDF ontology fi…
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| 32863 |
ms-365-mcp-server
Claim
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| 32864 |
@vengtoo/mcp-server
Claim
Enables management of Vengtoo authorization models, including resource types, s…
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| 32865 |
toss-invest
Claim
Enables interaction with Toss Securities API for market data, stock information…
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| 32866 |
Enables controlling and monitoring a Buva EcoStream WTW ventilation unit via na…
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| 32867 |
perf-mcp
Claim
Enables LLMs to analyze Linux perf data files using 26 perf analysis commands, …
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| 32868 |
cisco-secure-access-mcp
Claim
A community MCP server for Cisco Secure Access that exposes the Secure Access R…
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| 32869 |
mcp-server-251215_2
Claim
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| 32870 |
MCP CLI Server
Claim
An MCP server that provides tools to interact with CLI applications, enabling p…
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| 32871 |
MCP Prompt Library
Claim
Enables AI-assisted development by providing a library of 110+ curated prompts,…
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| 32872 |
cc-session-search
Claim
An MCP server that provides tools for searching and analyzing Claude Code conve…
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| 32873 |
transport12 MCP Server
Claim
MCP server that integrates with the transport12 API to provide tools for search…
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| 32874 |
FBEM
Claim
An MCP server that enables AI agents to post Reels and Photos to Facebook by ca…
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| 32875 |
eight-mcp-community
Claim
Provides tools to search for people using registered business cards and the pub…
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| 32876 |
Mneme
Claim
Memory layer for AI coding assistants. Indexes git history + code, exposes via …
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| 32877 |
health
Claim
Supplement research, biomarker effects, drug interactions, and brand quality da…
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| 32878 |
Google Sheets MCP Server
Claim
Implements an MCP server that interacts with Google Sheets to store and retriev…
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| 32879 |
A Model Context Protocol server that enables Claude to interact with Gmail thro…
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| 32880 |
keep-mcp
Claim
Enables users to create, search, and retrieve Google Keep notes via natural lan…
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| 32881 |
Remote MCP AuthKit
Claim
Enables remote MCP client connections with WorkOS AuthKit authentication, suppo…
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| 32882 |
@langapi/mcp-server
Claim
MCP server for AI-powered translation management in i18n projects, enabling aut…
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| 32883 |
bitbucket-mcp
Claim
Enables LLMs to review Bitbucket pull requests with custom checklists and API t…
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| 32884 |
customclaw
Claim
A curated registry of small, focused utilities for building LLM and agent code …
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| 32885 |
umo-memory
Claim
Persistent memory for AI coding agents that stores and recalls preferences, dec…
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| 32886 |
boothcheck
Claim
What a stock's price is betting on: implied growth, duration, and margin from S…
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| 32887 |
instrument_mcp
Claim
Enables AI to control RIGOL DHO/HDO oscilloscopes and SIGLENT SDG1000X signal g…
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| 32888 |
gumroad-mcp
Claim
MCP server that integrates with Gumroad API, enabling Claude to list products, …
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| 32889 |
looplens-mcp
Claim
An MCP server for detecting retry loops and analyzing iteration patterns in age…
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| 32890 |
ProjectsMCP
Claim
A plugin-based MCP platform providing tools for project file management, Git op…
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| 32891 |
microsoft-tasks-mcp
Claim
Enables AI coding agents to read Microsoft Planner and To Do tasks across multi…
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| 32892 |
ContextAtlas
Claim
Enables AI coding agents to retrieve and manage code context with hybrid search…
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| 32893 |
cortex-plugin
Claim
Persistent, self-evolving memory plugin for Claude Code. Background miner extra…
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| 32894 |
ebay-mcp
Claim
Enables interaction with eBay APIs for account verification, item search, and b…
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| 32895 |
mcpuptimeledger-mcp
Claim
MCP uptime, schema, auth, and SLA receipt monitoring.
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| 32896 |
JSON Contracts
Claim
JSON contract registry and validator for structured LLM and agent outputs.
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| 32897 |
mu
Claim
Official AI-native print-on-demand MCP — say it, AI designs it, sell 40+ goods,…
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| 32898 |
sibyl-memory-mcp
Claim
Enables AI agents to store and retrieve memories using the Sibyl memory system,…
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| 32899 |
deal-intel-mcp
Claim
A self-owned deal memory layer that turns meeting notes, emails, and calls into…
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| 32900 |
FastMCP
Claim
A high-level framework for building MCP servers in Python
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