MCP Server Quality Scores
Independent quality analysis of 69135 public MCP servers
Last updated 2 hours, 47 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 55901 |
A standardized interface for interacting with AWS S3 tools and services through…
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| 55902 |
iai-mcp
Claim
Local memory daemon with three-tier storage (episodic/semantic/procedural), vec…
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| 55903 |
logo-analyze
Claim
提取任意网站的最佳Logo链接,方便在页面、卡片或报告中直接使用。分析Logo的尺寸、格式与清晰度,自动挑选最合适的版本。节省查找与比对时间,让你的界面呈现更…
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| 55904 |
Bullhorn CRM MCP Server
Claim
Enables AI assistants to query Bullhorn CRM data using natural language through…
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| 55905 |
moltnode-mcp
Claim
Enables MCP clients to interact with over 31 blockchain chains through the Molt…
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| 55906 |
Nuvio-MCP
Claim
A framework that helps developers quickly build AI Native IDE products.
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| 55907 |
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and doc…
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| 55908 |
Search MCP Server
Claim
Enables AI agents to perform unified web searches, GitHub, and GitLab searches …
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| 55909 |
api-changelog-tracker
Claim
Cloudflare Workers MCP server: api-changelog-tracker
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| 55910 |
MCP Server Git
Claim
A Model Context Protocol (MCP) server for executing git push operations with fl…
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| 55911 |
PubMed MCP Server
Claim
A local MCP server enabling PubMed, PMC, and iCite API access via stdio for too…
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| 55912 |
Littlebird Obsidian MCP
Claim
A local-first MCP server that routes Littlebird daily context into structured O…
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| 55913 |
docu-scan by SPOCONT
Claim
Extract specified key-values and all recognizable structured data from .pdf usi…
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| 55914 |
Google Docs MCP Server
Claim
Enables Claude to interact with Google Docs to list, read, create, search, and …
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| 55915 |
Hooked MCP Server
Claim
Enables AI agents to create videos programmatically using the Hooked Video API,…
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| 55916 |
Virtualize
Claim
Free, cross-platform VM orchestration for AI workflows with built-in MCP integr…
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| 55917 |
selenium-mcp
Claim
Python MCP server for Selenium WebDriver — 84 tools for browser automation, ele…
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| 55918 |
toolhive-mcp
Claim
A hosted HTTP MCP server for Cloudflare Workers that exposes a bundle of tools …
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| 55919 |
hedera-mcp-platform
Claim
Hedera ecosystem intelligence for AI agents. 16 tools, pay per call in HBAR.
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| 55920 |
MiFID II Article 17 algorithmic trading + RTS 6 testing/risk controls + best ex…
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| 55921 |
mcpsafetywarden
Claim
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
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| 55922 |
MCP server for managing Caddy web servers via the admin API
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| 55923 |
PrismSRE
Claim
PrismSRE is an AI-powered Kubernetes troubleshooting agent that uses Google's G…
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| 55924 |
data-utah
Claim
Enables searching and querying Utah Open Data datasets via the Socrata SoQL API…
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| 55925 |
Astrocal
Claim
AI-native scheduling: check availability, book meetings, cancel and reschedule …
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| 55926 |
Provides real-time access to code library documentation and examples through Co…
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| 55927 |
Salt Bridge
Claim
An MCP server that gives an agent full cross-VM management of a Qubes OS system…
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| 55928 |
E2B Sandbox MCP
Claim
A Model Context Protocol server that enables AI assistants to create, control, …
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| 55929 |
mcplint
Claim
Statically audits MCP tool surfaces for token cost, schema quality, and design …
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| 55930 |
FreeCAD MCP
Claim
Control FreeCAD from Claude — 3D modeling, PartDesign, CAM toolpaths, and more …
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| 55931 |
Kahuna
Claim
A persistent memory MCP server for AI copilots that automatically surfaces rele…
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| 55932 |
MCP server for connecting to SQL Server in readonly mode. Allows any MCP client…
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| 55933 |
Hybrid-Gemini MCP
Claim
Unified MCP server with 46 tools for AI expert consultations, memory service in…
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| 55934 |
Discord MCP Server
Claim
Enables AI clients to manage Discord servers through natural language, offering…
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| 55935 |
Read and verify the Blue Cloud Cyber agent guestbook, and sign one Ed25519 entr…
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| 55936 |
Brave Browser MCP Server
Claim
Gives AI agents full control over Brave Browser, optimized for local LLMs to en…
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| 55937 |
agent-loop-detector
Claim
Cloudflare Workers MCP server: agent-loop-detector
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| 55938 |
india-stock-mcp
Claim
Indian stock market: NSE/BSE quotes, fundamentals, mutual fund NAV, F&O chains,…
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| 55939 |
atlassian-ai-toolkit-mcp
Claim
MCP server for AI assistants to interact with Atlassian Jira and Confluence Clo…
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| 55940 |
mikrotik-mcp
Claim
Provides read-only (with limited address-list management) access to MikroTik Ro…
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| 55941 |
tr-figma-mcpserver
Claim
MCP server for downloading images from Figma designs using access tokens. Suppo…
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| 55942 |
scopus
Claim
Search Scopus abstracts, authors, and export citations via Elsevier API
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| 55943 |
Jira MCP Server
Claim
Enables AI assistants to manage Jira issues with full CRUD, transitions, linkin…
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| 55944 |
playwright-parallel-mcp
Claim
Enables AI agents to control multiple independent browser instances in parallel…
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| 55945 |
@zhama/mcp-server
Claim
A TypeScript framework for building Model Context Protocol servers with a decor…
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| 55946 |
MCP Dev-Tools Agent
Claim
A local AI agent system that gives any LLM real access to the filesystem, termi…
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| 55947 |
MCP server for HubSpot CRM API integration. 14 tools for managing contacts,
c…
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| 55948 |
agent-mosaic-skill
Claim
Official BMBrick engine for converting local images into high-fidelity LEGO-sty…
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| 55949 |
Pica MCP Server
Claim
MCP server that integrates with Pica to enable seamless interaction with 100+ t…
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| 55950 |
A remote MCP server deployed on Cloudflare Workers without authentication. Enab…
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