MCP Server Quality Scores
Independent quality analysis of 66301 public MCP servers
Last updated 2 hours, 42 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 65651 |
mcp-vsdiff
Claim
An MCP server that exposes VS Code's advanced diff algorithm as a tool, providi…
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| 65652 |
Enables AI assistants to access food product information, providing nutritional…
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| 65653 |
croissant
Claim
Search and book coworking spaces and conference rooms via Croissant.
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| 65654 |
Enables users to interact with professional digital twin data via Claude Deskto…
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| 65655 |
AOCS-OmegaMCP
Claim
A quality-first multi-agent reasoning framework with fractal verification, adve…
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| 65656 |
asd
Claim
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| 65657 |
token-saver
Claim
MCP plugin that alerts you when AI token usage is wasteful. Fires warnings, err…
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| 65658 |
Git Commit MCP Server
Claim
Enables AI assistants to create conventional Git commits, update changelogs, an…
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| 65659 |
imessage-mcp
Claim
Read-only MCP server for your iMessage DB. No hosted service.
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| 65660 |
Relay
Claim
Facilitate seamless communication between disparate systems or services. Enable…
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| 65661 |
ContextCore MCP
Claim
A personal AI assistant that connects git history, Gmail, Google Calendar, and …
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| 65662 |
Cloakbox
Claim
Let LLMs analyze sensitive data safely by querying a tokenized, join-preserving…
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| 65663 |
Sundr Repair Advisor
Claim
Repair or replace? Get device repair costs, local shops, trade-in values.
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| 65664 |
Saju MCP Server
Claim
Enables MCP clients to compute and interpret Korean Four Pillars of Destiny (Sa…
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| 65665 |
Pipelex MCP Server
Claim
Enables AI agents to build and execute Pipelex pipelines on-the-fly from natura…
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| 65666 |
Doctrine fiscale française (BOFiP) : recherche, veille et graphe doctrinal. Eta…
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| 65667 |
@argosvix/mcp-server
Claim
Lets AI agents query, manage, and operate their LLM observability data directly…
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| 65668 |
@skillzmarket/mcp
Claim
Enables AI assistants to search, get info, call, and review paid AI skills on S…
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| 65669 |
yougile-mcp
Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
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| 65670 |
cox-automotive-mcp
Claim
First MCP server for the auto-dealership vertical. Lets Claude, Cursor, or any …
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| 65671 |
mcp-github-server
Claim
A simple MCP server that provides repository information (list repos, get repo …
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| 65672 |
bybit-ws
Claim
An MCP server that enables AI agents to scan the market, manage positions, and …
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| 65673 |
SIC Codes UK
Claim
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.…
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| 65674 |
tingyun-mcp
Claim
Allows AI assistants to query Tingyun (Wukong) platform monitoring data for App…
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| 65675 |
Guck MCP Server
Claim
Guck is a tiny, MCP-first telemetry store for agentic debugging. It provides to…
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| 65676 |
database-explorer-mcp
Claim
Enables AI assistants to connect to and interact with PostgreSQL, MySQL, SQLite…
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| 65677 |
Squish Memory
Claim
Connect once. Remember everywhere. Squish gives ChatGPT, Claude Code, and every…
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| 65678 |
finn-mcp
Claim
An MCP server that provides access to finn.no, Norway's largest online classifi…
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| 65679 |
mlctl
Claim
Enables natural language management of the full ML lifecycle including experime…
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| 65680 |
customaise
Claim
Connects AI coding agents to the Customaise Chrome extension, enabling manageme…
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| 65681 |
Vector Memory MCP Server
Claim
Enables AI assistants to save and recall information from files or free-form no…
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| 65682 |
EPANET MCP Server
Claim
MCP server for EPANET water-distribution network simulation and scenario analys…
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| 65683 |
Salesforce MCP
Claim
Connects any MCP-compatible AI assistant directly to a Salesforce org for query…
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| 65684 |
Converts structured Markdown into ProcessOn mind maps via API, enabling AI agen…
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| 65685 |
SeaTalk MCP Server
Claim
Enables AI assistants to send and retrieve messages, access employee informatio…
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| 65686 |
stackchan-mcp
Claim
Bridges MCP-compatible AI assistants with the Stack-chan robot, enabling speech…
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| 65687 |
glassbox-framework
Claim
Runtime constitutional verification for AI answers — claim reasoning, ECS, red …
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| 65688 |
dynalist-mcp
Claim
A Model Context Protocol server that enables AI assistants to read, write, sear…
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| 65689 |
onchain-safety-mcp
Claim
Token-safety for AI agents: rug/honeypot verdict + score across PulseChain, Mon…
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| 65690 |
ChainID Guard
Claim
MCP server that gates premium features behind a combined x402 (USDC per call) a…
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| 65691 |
Checks npm and PyPI packages for outdated versions, deprecation status, and bre…
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| 65692 |
Orion Celestia Intel
Claim
Celestia network intelligence for AI agents: daily analysis, anomaly signals an…
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| 65693 |
moengage-mcp
Claim
MCP server for MoEngage marketing platform, exposing campaign and email-templat…
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| 65694 |
japan-ir-search
Claim
MCP server enabling full-text search of Japanese corporate IR filings (EDINET) …
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| 65695 |
kos-telnet-mcp
Claim
This MCP server enables AI agents to control kOS computers in Kerbal Space Prog…
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| 65696 |
NanoBanana MCP Server
Claim
Connects to Google Gemini API for text-to-image generation and image editing, w…
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| 65697 |
Gmail MCP Server
Claim
A Windows-first Python MCP server for Gmail that reads unread emails and create…
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| 65698 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 65699 |
agent-verifier-mcp
Claim
Spending limits for AI agents. Create budgets, enforce limits, track spend acro…
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| 65700 |
Provides investigation tools for Cloudflare CCF data in Microsoft Sentinel, ena…
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