MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 1 hour, 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 58101 |
mcp-server-fxmacrodata
Claim
Provides access to macroeconomic indicators, FX rates, COT data, commodities, a…
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| 58102 |
aws-blackbelt-mcp-server
Claim
A Model Context Protocol (MCP) server that enables searching AWS Black Belt Onl…
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| 58103 |
AlphaCAM MCP Bridge
Claim
AI-driven CAM automation server that wraps AlphaCAM 2016 R1 COM API into MCP to…
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| 58104 |
Indonesian news for AI agents: headlines, keyword search, coverage summaries. F…
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| 58105 |
Enables managing Docker containers and Docker Compose projects on Synology NAS …
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| 58106 |
Expense Tracker MCP
Claim
Enables tracking of personal expenses with tools to add, list, update, delete, …
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| 58107 |
lawink-mcp
Claim
Enables querying Korean legal knowledge graph with 160K precedents and 130K sta…
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| 58108 |
Full-stack AI agent for Livewire v4.2+ / Laravel 13 / PHP 8.4+ with planning, m…
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| 58109 |
regulatory
Claim
Live US federal and state regulatory changes and grant programs, every result c…
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| 58110 |
rhino-mcp
Claim
Enables Claude to drive Rhino 8 and Grasshopper for geometry creation, manipula…
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| 58111 |
claude-memory-search-mcp
Claim
Enables keyword search, filtering, and retrieval of Claude Code memory files, r…
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| 58112 |
agent-webhook
Claim
A webhook management and delivery service with MCP tools for endpoints, deliver…
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| 58113 |
Reads handwritten family letters in old scripts and translates them, with notes…
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| 58114 |
slack-user-mcp-server
Claim
Enables AI agents to interact with Slack using a user token, providing full acc…
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| 58115 |
Provides persistent, Markdown-based memory for Kimi Code CLI, enabling cross-se…
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| 58116 |
Codex Native Memory
Claim
Provides local cross-session memory for Codex by importing transcripts, indexin…
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| 58117 |
lens-mcp
Claim
Deterministic navigation maps over code AND markdown for AI agents: one MCP ser…
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| 58118 |
Hungary NAV Online Szamla 3.0 invoice reporting for AI agents: report invoice d…
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| 58119 |
My Awesome MCP
Claim
A basic MCP server built with FastMCP framework that provides example tools inc…
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| 58120 |
@chaosintelligence/mcp
Claim
MCP server for Chaos Intelligence to access Capture thoughts and Resonate posts…
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| 58121 |
Trailmark MCP Server
Claim
Provides a standalone MCP interface for analyzing and querying code repositorie…
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| 58122 |
An MCP server designed to interact with the RifaExpress backend via PostgreSQL …
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| 58123 |
blackout
Claim
Permanent local PDF redaction: text is removed and verified gone, not covered. …
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| 58124 |
mnemo
Claim
A persistent, local memory layer for AI coding agents that remembers decisions,…
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| 58125 |
chrome-mcp-bridge
Claim
An ungated reimplementation of the 'Claude in Chrome' MCP bridge that exposes 2…
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| 58126 |
Enables reading and writing macOS system defaults and settings through commands…
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| 58127 |
mcp-proofjson
Claim
A local MCP server that integrates ProofJSON to assess invoices before payment,…
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| 58128 |
flatten-mcp
Claim
Flatten Claude Code sessions: keep every prompt verbatim, resume at a lower tok…
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| 58129 |
DB2ST MCP
Claim
A horizontally scalable Model Context Protocol server for exposing shipment tra…
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| 58130 |
Web capture API for AI agents. Take full-page screenshots (PNG/JPEG/WebP) and g…
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| 58131 |
victron-tcp
Claim
Connect AI assistants to Victron Energy systems to read real-time solar, batter…
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| 58132 |
Pinako AI Bridge
Claim
Pinako AI Bridge is the MCP server that connects Pinako, a Chromium extension f…
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| 58133 |
My MCP Server
Claim
Demonstrates an MCP server with a vulnerable add tool protected by SonnyLabs pr…
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| 58134 |
local-fusion MCP server
Claim
Exposes a multi-model council (panel-judge-synthesizer) and a build/check loop …
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| 58135 |
Bridge-MCP
Claim
Unified MCP server that integrates Jira, GitLab, and Confluence for AI assistan…
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| 58136 |
vechain-mcp-server-
Claim
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| 58137 |
muni-dev-cost
Claim
US municipal development cost: aggregated impact + water/sewer tap fees per jur…
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| 58138 |
agentic-ai-shadowing
Claim
Observes tasks and generates anonymized SOPs — task tracking and SOP review via…
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| 58139 |
Enables searching for AI agents by keywords or categories, allowing users to di…
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| 58140 |
MCP server for Confluence Cloud/Server/Data Center, enabling page search, CQL q…
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| 58141 |
NKS osTicket MCP
Claim
Enables AI agents to manage osTicket support tickets including listing, searchi…
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| 58142 |
mcp_web_search
Claim
Enables web search, content fetching, dynamic page scraping, and URL preview vi…
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| 58143 |
Connector for Perplexity API, to enable real-time, web-wide research.
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| 58144 |
gsep-mcp
Claim
AI agent security via MCP: C3 firewall, C4 immune system, C5 action guard, self…
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| 58145 |
woocommerce-mcp
Claim
Read-only MCP server for WooCommerce that enables answering questions about pro…
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| 58146 |
CLAWD Wallet
Claim
A unified MCP server providing x402 payments, TAP identity verification, referr…
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| 58147 |
pharma
Claim
Pharma vendor-services MCP. Preview. Available after legal, claims, and AEC are…
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| 58148 |
An MCP server for searching and citing research papers using RAG, enabling sema…
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| 58149 |
Context7 MCP Server
Claim
An MCP server that bridges to the Context7 API, enabling querying documentation…
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| 58150 |
appwrite-console-mcp
Claim
Provides root access to all Appwrite projects, enabling management of projects,…
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