MCP Server Quality Scores
Independent quality analysis of 41157 public MCP servers
Last updated 2 hours, 21 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 37751 |
SEO Audit MCP Server
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Professional SEO auditing: 15 tools, 9 checks, CWV, E-E-A-T, schema, GEO. Free …
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| 37752 |
Provides system diagnostic capabilities including CPU, memory, disk usage, top …
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| 37753 |
Grinta-Coding-Agent
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Local-first autonomous coding agent that plans, executes, validates, and finish…
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| 37754 |
AwesomeSalesforceSkills
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Open-source Salesforce knowledge layer for AI coding assistants. 982+ source-gr…
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| 37755 |
Bodrum Belediyesi
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Provide a scaffold for building MCP servers with ease. Accelerate development b…
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| 37756 |
@striderlabs/mcp-ihg
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Enables hotel search, booking, reservation management, and rewards tracking for…
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| 37757 |
@askaudience/mcp-server
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Ask 10,000+ synthetic European personas grounded in real survey data (ESS & WVS…
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| 37758 |
vsfclub
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| 37759 |
ClickUp MCP Server
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Enables AI assistants to interact with ClickUp tasks, analyze workflows, update…
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| 37760 |
pointcloud-mcp
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World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
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| 37761 |
Execute code in isolated cloud containers. Supports Python, JavaScript, Bash, a…
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| 37762 |
A Model Context Protocol server that enables AI assistants to fetch and underst…
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| 37763 |
font-metadata
Claim
Cloudflare Workers MCP server: font-metadata
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| 37764 |
artinet-relay-mcp
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| 37765 |
mnemo
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Persistent memory for Claude Code. Your AI never starts from scratch again.
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| 37766 |
Base MCP Server
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Enables AI applications to interact with the Base Network and Coinbase API for …
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| 37767 |
PassNinja
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Issue and manage Apple Wallet & Google Wallet passes from any MCP-aware AI clie…
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| 37768 |
Enables AI assistants to search and retrieve information from the REMnux malwar…
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| 37769 |
Browse Power BI workspaces, run DAX queries, and page through large results.
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| 37770 |
comsol-mcp
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MCP server for visible COMSOL automation that attaches to a running COMSOL Mult…
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| 37771 |
Atlas Research
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Read-only MCP over an agentic SLR workspace with per-claim citation verification
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| 37772 |
mcp_poc
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A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
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| 37773 |
android-mcp-server
Claim
Android MCP — 76 ADB-based tools for device, apps, UI, logcat, emulator, files,…
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| 37774 |
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
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| 37775 |
Prelo MCP Server
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MCP server for Prelo, the Brazilian literary releases aggregator. Enables searc…
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| 37776 |
datagsm-mcp
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Enables Claude to query DataGSM's student, club, meal, and schedule data, as we…
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| 37777 |
cloudprice-mcp
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MCP server that lets Claude (or any MCP-compatible client) compare on-demand co…
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| 37778 |
Crawlio MCP
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AI-powered website crawling, analysis, and export via MCP. 38 tools for crawl c…
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| 37779 |
AgentScore
Claim
Trust scoring for AI agents via MCP. Check any agent's reputation before transa…
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| 37780 |
heym
Claim
Source-available, self-hosted AI workflow automation platform. Build multi-agen…
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| 37781 |
Zepp Life MCP
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MCP server that provides local caching, sync, and tools for Zepp Life health da…
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| 37782 |
MCP-marketing
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Enables keyword monitoring, sentiment collection, AI analysis, and report gener…
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| 37783 |
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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| 37784 |
pmxt-mcp
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MCP server that provides a unified prediction market API for multiple venues li…
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| 37785 |
mcp-watermark
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MCP server for adding text and image watermarks to PDF documents, with customiz…
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| 37786 |
MarkItUp MCP Server
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MCP server for MarkItUp's AI image-annotation pipeline. Generate polished marke…
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| 37787 |
Horizon Fidelity Monitor
Claim
Tracks conversation health in real time — drift, desync, and causal collapse — …
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| 37788 |
Pixal3D-MCP
Claim
Standalone MCP server for generating high-fidelity 3D assets from a single imag…
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| 37789 |
jamjet-policy
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Drop-in stdio interceptor that gates MCP tools/call requests through a YAML pol…
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| 37790 |
Zocialeye MCP Server
Claim
Enables access to Zocialeye's social media analytics API for campaign data anal…
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| 37791 |
Weather MCP
Claim
A MCP server for querying real-time weather information for any city worldwide …
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| 37792 |
squadco-mcp
Claim
Provides your AI coding assistant with direct, structured access to the full Sq…
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| 37793 |
JigsawStack vOCR
Claim
OCR + AI = Magic:
Extract data from any image in a consistent structure with f…
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| 37794 |
Provide a stateful, session-based calculator server with robust streamable HTTP…
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| 37795 |
Twitter/X scraping API for AI agents. Scrape public profiles (bio, stats, verif…
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| 37796 |
synapse-research
Claim
A deep-research MCP server exposing a single task-augmented tool that runs GPT-…
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| 37797 |
Reports MCP Server
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Enables management of penetration testing reports and vulnerabilities through a…
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| 37798 |
Linear MCP Server
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An open-source Model Context Protocol server that enables interaction with the …
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| 37799 |
ffmpeg-mcp
Claim
Enables LLMs to safely execute ffmpeg and ffprobe operations by passing argumen…
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| 37800 |
mcpserber
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