MCP Server Quality Scores
Independent quality analysis of 69448 public MCP servers
Last updated 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35901 |
Search the web with full-page retrieval and contextual results. Translate text …
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| 35902 |
chimerax-mcp-plus
Claim
MCP server for controlling UCSF ChimeraX molecular visualization software, enab…
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| 35903 |
gizmoanalytics-mcp
Claim
Gizmo Analytics — cookieless web analytics for AI coding agents. Framework-awar…
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| 35904 |
0nMCP
Claim
A universal AI API orchestrator that connects to 17+ services (Stripe, Slack, G…
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| 35905 |
L1-aware grammar, style, translation & tone tools with 70 local rules. Zero API…
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| 35906 |
A unified MCP server for biomedical research that connects AI systems to resour…
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| 35907 |
sitecore-mcp-server
Claim
An MCP server that provides AI agents with direct read/write access to Sitecore…
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| 35908 |
loadingmcp-mcp
Claim
Plan optimal container & truck loads: 3D layouts, right-size the container mix,…
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| 35909 |
kali-tools-mcp
Claim
Exposes a hardened Docker container with Kali Linux security tools (nmap, sqlma…
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| 35910 |
An MCP server with six tools including web search, URL fetching, math calculati…
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| 35911 |
MCP Trino Server
Claim
MCP server providing seamless integration with Trino and Iceberg for advanced d…
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| 35912 |
orihime
Claim
Cross-repository code knowledge graph MCP server for Java, Kotlin, JavaScript, …
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| 35913 |
pubmed-clinical-mcp
Claim
A lightweight MCP server for clinical biomedical literature retrieval, enabling…
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| 35914 |
CEDARScript MCP Server
Claim
Exposes CEDARScript Editor through Model Context Protocol, enabling AI agents t…
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| 35915 |
Mnemopaysdk
Claim
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| 35916 |
superbrain
Claim
Session memory for Claude Code. Auto-captures every session into a plain Obsidi…
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| 35917 |
Sellinger CRM
Claim
Manage Sellinger AI SDR CRM leads, conversations and pipeline from any MCP clie…
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| 35918 |
News MCP Server
Claim
A server that provides tools to search news articles and fetch top headlines us…
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| 35919 |
MCP server for portfolio rotation analysis. Score holdings and candidates acros…
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| 35920 |
Meraki MCP Server
Claim
Exposes a curated subset of the Cisco Meraki Dashboard API to MCP-aware clients…
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| 35921 |
Audiala
Claim
Audio guides for 44,000+ places in 1,900+ cities, with narrated previews in Cha…
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| 35922 |
imagetosvg-mcp
Claim
Enables AI agents to vectorize raster images and import vector files (PDF/AI/EP…
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| 35923 |
hivelore
Claim
Deterministic gate: blocks any commit whose diff reintroduces a documented team…
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| 35924 |
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
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| 35925 |
Hello Service MCP Server
Claim
A unified HTTP/HTTPS service that exposes Model Context Protocol (MCP) function…
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| 35926 |
rewynd
Claim
Enables coding agents to debug backend requests by providing tools to list, vie…
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| 35927 |
oitvoip-mcp-server
Claim
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
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| 35928 |
adad11
Claim
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| 35929 |
mcp-compressor
Claim
Wraps any existing MCP server to reduce tool-description token usage by exposin…
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| 35930 |
RE-Butler MCP Server
Claim
Exposes RE-Butler knowledge and validation tools for hybrid semantic search, re…
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| 35931 |
sakenowa-mcp-vercel
Claim
Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via…
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| 35932 |
Search Federal Acquisition Regulations (FAR) for government contracting.
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| 35933 |
codetoimage-mcp-server
Claim
Pixel-perfect HTML/CSS to PNG/JPG/WebP for AI agents — inline image or 24h host…
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| 35934 |
An MCP server for securely executing Python code, supporting STDIO, Streamable …
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| 35935 |
CHAS / SafeContractor / Constructionline pre-qualification preparation. Health …
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| 35936 |
ContextGC
Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
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| 35937 |
SocialGO MCP Server
Claim
Enables AI assistants to search the SocialGO SMM platform catalog and place soc…
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| 35938 |
testflight-mcp
Claim
MCP server for TestFlight and App Store Connect that exposes the App Store Conn…
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| 35939 |
claude.design-mcp
Claim
Drives the real Claude Design web app from your editor or agent, enabling creat…
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| 35940 |
Turjuman
Claim
Open-source, self-hosted translation management system with an MCP server that …
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| 35941 |
synthesia-mcp
Claim
Enables creating and managing Synthesia avatar videos through natural language,…
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| 35942 |
Garmin MCP Server
Claim
This Model Context Protocol (MCP) server connects to Garmin Connect and exposes…
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| 35943 |
blinkit-mcp
Claim
Enables Claude to automate grocery shopping on Blinkit, including product searc…
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| 35944 |
signer-mcp
Claim
Keyless CEX/DEX signing for AI trading agents (Binance, OKX, Bybit, KuCoin, Hyp…
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| 35945 |
motion-mcp-server
Claim
Bridges Motion's API with LLMs to manage tasks, projects, schedules, and more t…
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| 35946 |
MCP Hive
Claim
MCP Clients Pay for Access to Commercial MCP Servers.
AI applications pay per r…
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| 35947 |
mcp-xlsx-server
Claim
MCP server for reading and writing Excel (xlsx) files using SheetJS, providing …
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| 35948 |
mcp-server-stdio
Claim
A starter MCP server using StdioServerTransport, providing example tools to che…
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| 35949 |
blog-mcp
Claim
Enables creating draft posts and listing published posts on abelcastro.dev dire…
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| 35950 |
Aptly MCP Server
Claim
Enables AI assistants to manage Debian package repositories through natural lan…
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