MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 52101 |
Foghorn
Claim
Architectural decision tracker with staleness detection — records decisions and…
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| 52102 |
Vivado MCP
Claim
A Model Context Protocol server that lets AI clients operate AMD Vivado through…
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| 52103 |
PayHub MCP Server
Claim
Enables querying real disclosed salary data across 20 regions, with tools to se…
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| 52104 |
notebooklm-mcp
Claim
An MCP server that enables Claude to interact with Google NotebookLM via browse…
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| 52105 |
mitre-mcp
Claim
Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique looku…
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| 52106 |
xara
Claim
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| 52107 |
Boarderless MCP Server
Claim
Enables AI agents to inspect and edit the live browser-resident canvas of the B…
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| 52108 |
figma-docs-mcp
Claim
Local MCP server that transforms Figma documentation and business rules into a …
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| 52109 |
Enables querying Portuguese competition data from AdC (Autoridade da Concorrênc…
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| 52110 |
MCP Ping Server
Claim
Enables Claude Desktop to perform network ping tests and internet connectivity …
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| 52111 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 52112 |
Jina MCP Server
Claim
A lightweight MCP server that exposes the web_reader tool via r.jina.ai for rea…
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| 52113 |
sorsa-mcp
Claim
MCP server for the Sorsa.io X/Twitter data API
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| 52114 |
searchts
Claim
Enables AI agents to read any URL by using an escalating open-source unlocker t…
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| 52115 |
Expense Tracker MCP
Claim
Enables management of expenses via SQLite database, including adding, listing, …
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| 52116 |
arcgis-longview
Claim
Access City of Longview, Texas open geospatial data (parcels, zoning, public wo…
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| 52117 |
EGIPCI MCP Server
Claim
MCP server for querying archaeological site information from the EGIPCI service…
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| 52118 |
MCP Excel Online
Claim
MCP server that integrates with OneDrive and Excel Workbooks via Microsoft Grap…
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| 52119 |
Hand-compiled game-mechanics data for Diablo 2, Path of Exile, Diablo 3 and GW2…
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| 52120 |
Enables AI agents to integrate with IBM Business Automation Workflow by exposin…
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| 52121 |
agent-storefront
Claim
Enables any AI agent to discover, query, and order from a restaurant's storefro…
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| 52122 |
dsadare
Claim
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| 52123 |
Decision State MCP
Claim
A small MCP server that stores and retrieves compact decision-relevant state (g…
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| 52124 |
magicweave-fastmcp
Claim
Author, validate, simulate, and one-click-build game economies on the Magicweav…
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| 52125 |
Vala-Fi MCP Server
Claim
A Bloomberg Terminal you can talk to. Query company relationships — suppliers, …
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| 52126 |
vyos-mcp
Claim
Enables managing VyOS appliances through their HTTP API, providing tools for co…
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| 52127 |
computer-use
Claim
Exposes Anthropic's computer-use action surface (screenshot, click, move, keybo…
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| 52128 |
mcp
Claim
Keyless non-custodial crypto payments for AI agents: payment links and tip jars…
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| 52129 |
expense-tracker-ai-mcp
Claim
expense-tracker-ai-mcp MCP server by MEOK AI Labs
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| 52130 |
DuckDB MCP Server
Claim
A local MCP server enabling AI assistants to query and analyze data via DuckDB …
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| 52131 |
mcpcodeserver
Claim
Proxy MCP server that translates tool calls into TypeScript code generation, en…
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| 52132 |
Houdini MCP Server
Claim
An MCP server for controlling SideFX Houdini via hrpyc, enabling AI assistants …
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| 52133 |
Spectre
Claim
Enables AI agents to search, read user profiles, timelines, media, follow threa…
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| 52134 |
nexrad-mcp
Claim
Enables AI clients to query raw NEXRAD Level II dual-pol radar data at any poin…
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| 52135 |
Pandas-MCP Server
Claim
Enables LLMs to safely execute pandas code for data analysis and generate inter…
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| 52136 |
First MCP Server
Claim
A simple MCP server that provides a 'hello' tool to return a personalized greet…
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| 52137 |
image-relay-mcp
Claim
Enables image generation and editing via third-party relay services. Returns lo…
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| 52138 |
Oura MCP Server
Claim
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
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| 52139 |
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich …
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| 52140 |
AI Impact MCP
Claim
Estimates the environmental footprint of your AI use — energy (kWh), miles driv…
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| 52141 |
Data processing tools: CSV, cleaning, stats, image, report, save, shell
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| 52142 |
agent-pay
Claim
Payment gateway for AI agents. Discover, provision, and pay for tool APIs.
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| 52143 |
FullMention
Claim
A secure, high-performance MCP server that gives AI models and agents (like Cur…
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| 52144 |
clac
Claim
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| 52145 |
rights-mcp
Claim
Enables AI agents to search, license, and pay for rights-clean music per use, r…
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| 52146 |
matcha money
Claim
Develop your ritual for financial wellness.
Connect your accounts, automate yo…
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| 52147 |
Playwright selector risk checks with healing suggestions and receipts.
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| 52148 |
gdrive-mcp-server
Claim
Enables MCP-compatible AI assistants to interact with a user's Google Drive, in…
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| 52149 |
goodtoknow
Claim
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| 52150 |
Outlook MCP
Claim
Enables AI agents to manage Microsoft Outlook emails through the Microsoft Grap…
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