MCP Server Quality Scores
Independent quality analysis of 45732 public MCP servers
Last updated 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 43351 |
gRPC MCP Server
Claim
Enables easy gRPC requests and Protocol Buffer file information retrieval throu…
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| 43352 |
Martin Loop
Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
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| 43353 |
personal-mcps
Claim
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| 43354 |
Office MCP Server
Claim
MCP server for Microsoft Office file operations. Read, write, and create Excel,…
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| 43355 |
openbci-mcp
Claim
MCP server for OpenBCI hardware via BrainFlow, enabling board connection, strea…
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| 43356 |
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| 43357 |
taiwan-holiday
Claim
查詢指定日期是否為台灣假期。取得任意日期區間的所有假期與名稱,快速安排行程與請假。掌握年度或月份的假期統計,優化排班與專案規劃。
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| 43358 |
Multi-chain gas price API for AI agents. Compare gas prices across Ethereum, Ba…
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| 43359 |
weatherforensics-mcp
Claim
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
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| 43360 |
Enables digital forensics investigation by exposing SANS SIFT tools (The Sleuth…
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| 43361 |
uagents
Claim
MCP server for uagents documentation, generated by doc2mcp.
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| 43362 |
OpenCode MCP Server
Claim
Refines development prompts and stores semantic memory to save tokens in comple…
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| 43363 |
Dev Memory MCP Server
Claim
Persistent development memory server that automatically captures and organizes …
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| 43364 |
Shopify MCP
Claim
Enables natural language management of Shopify stores, including orders, custom…
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| 43365 |
QGIS MCP Server
Claim
Enables AI agents to interact with QGIS, supporting project management, layer i…
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| 43366 |
calculator-mcp-server
Claim
Provides a comprehensive set of mathematical functions as MCP tools, enabling l…
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| 43367 |
A Model Context Protocol server implementation that runs on Cloudflare Workers …
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| 43368 |
baseline-mcp-server
Claim
An MCP server that queries the baseline status of web platform features using d…
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| 43369 |
marimo-mcp
Claim
Auto-discovers running marimo notebooks and exposes tools for reading, editing,…
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| 43370 |
t-t-leave-manager-mcp
Claim
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| 43371 |
infra-ops-mcp
Claim
A comprehensive MCP server for infrastructure operations with 92 tools across 1…
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| 43372 |
image
Claim
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| 43373 |
remit-mcp
Claim
MCP server for African diaspora remittance optimization, enabling comparison of…
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| 43374 |
Dexcom G7 MCP Server
Claim
Provides access to Dexcom G7 continuous glucose monitor data, enabling AI assis…
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| 43375 |
xara
Claim
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| 43376 |
jira-full-mcp
Claim
A local MCP server for administering Atlassian Cloud Assets and Jira, providing…
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| 43377 |
code-analysis-mcp-server
Claim
A modular MCP server for code analysis using ast-grep, enabling structural patt…
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| 43378 |
jscpd
Claim
Copy/paste detector for programming source code, supports 223 formats. AI-ready…
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| 43379 |
superset-mcp
Claim
A Model Context Protocol (MCP) server for managing Apache Superset datasets, me…
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| 43380 |
Pairoa
Claim
Private MCP people matching for AI agents; no public listings, contact revealed…
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| 43381 |
MEOK MCP Hardening MCP
Claim
Automated security red-team for any MCP server that scans manifests against OWA…
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| 43382 |
LinkedIn MCP Server
Claim
A Model Context Protocol implementation that bridges language models with Linke…
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| 43383 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
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| 43384 |
LinkedIn MCP
Claim
Enables AI assistants to access and interact with LinkedIn data—profiles, messa…
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| 43385 |
date
Claim
Manage dates and times effortlessly. Retrieve the current date and time, find t…
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| 43386 |
Enables AI assistants to search and retrieve information from the REMnux malwar…
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| 43387 |
terminal-history-mcp
Claim
Full-text search over your shell history (zsh / bash / fish) via SQLite FTS5. L…
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| 43388 |
Connect your agent to any HTTP API on the fly — discovers + maps any REST API o…
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| 43389 |
39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanj…
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| 43390 |
Amalgix
Claim
Cross-model evidence pipeline for financial filings & contracts. x402 pay-per-c…
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| 43391 |
jlcpcb-search-mcp
Claim
Enables AI assistants to search JLCPCB's 450K+ electronic component catalog wit…
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| 43392 |
Data Commons MCP Server
Claim
Enables AI agents to query and retrieve public statistical data from Data Commo…
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| 43393 |
SeekLink
Claim
Local-first Markdown vault retrieval for agents. Read-only MCP stdio server exp…
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| 43394 |
A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and…
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| 43395 |
Advogado PT MCP Server
Claim
Enables AI assistants to provide Portuguese legal advice by exposing legal calc…
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| 43396 |
GoHighLevel MCP Server
Claim
Connects Claude Desktop to GoHighLevel CRM with 269+ tools across 19+ categorie…
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| 43397 |
MeiGen-AI-Design-MCP
Claim
A local MCP server for AI image generation using ComfyUI, Claude Code, and Open…
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| 43398 |
mimari-ai
Claim
Turkey Building Regulations & Architectural Standards AI Assistant. 147 regulat…
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| 43399 |
Obsidian MCP Server
Claim
Enables AI assistants to manage Obsidian notes via local REST API, supporting f…
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| 43400 |
gift-cards
Claim
Buy gift cards, mobile top-ups, and eSIMs from 10,001+ brands across 180 countr…
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