MCP Server Quality Scores
Independent quality analysis of 69468 public MCP servers
Last updated 2 hours, 30 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35101 |
SkillSearch
Claim
Indexes every skill across all installed plugins and enables the agent to find …
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| 35102 |
investbuddy
Claim
LSTM stock predictions with +15.92% alpha over S&P 500. 10-day forecasts & port…
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| 35103 |
arm-code-mcp
Claim
MCP server for Arm64 Linux performance: parse perf output, suggest NEON intrins…
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| 35104 |
shopify-store-mcp
Claim
Enables AI agents to manage Shopify stores via natural language, with tools for…
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| 35105 |
Mailbuttons (mbag.ai)
Claim
Governed email for AI agents (Mailbuttons / mbag.ai): sandbox inboxes, policy g…
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| 35106 |
Read-only optical catalog search plus DiffBeam server, schema, and catalog revi…
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| 35107 |
Provides comprehensive git tooling via MCP, including status, diffs, commits, b…
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| 35108 |
openapi-mcp-bridge
Claim
Turns any OpenAPI/Swagger API into MCP tools, enabling AI assistants to call RE…
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| 35109 |
nexus-legal-mcp
Claim
Multi-jurisdictional legal analysis (ISO 31000) for Spanish, Latin American and…
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| 35110 |
Enables deployment of a remote MCP server on Cloudflare Workers without authent…
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| 35111 |
magic-mcp
Claim
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| 35112 |
oms-client-agent-mcp
Claim
Exposes the 0xSequence OMS wallet client as a local MCP server, enabling email-…
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| 35113 |
Glancey
Claim
Adds semantic code search to AI coding agents, enabling natural language querie…
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| 35114 |
MCP Ollama Server
Claim
Provides direct access to Ollama models for AI inference, including text genera…
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| 35115 |
Hello
Claim
Send a friendly greeting to any name. Use it for quick sanity checks and onboar…
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| 35116 |
custom-agent
Claim
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| 35117 |
An MCP server that connects AI assistants to the ThreatLocker Portal API with 4…
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| 35118 |
A secure, sandboxed MCP server that provides Void Editor with safe filesystem a…
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| 35119 |
Zero-config AI context generation and code quality toolkit with Claude Code Age…
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| 35120 |
ts-diagnostics-mcp
Claim
Provides real-time TypeScript diagnostics with intelligent caching for AI agent…
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| 35121 |
mcp-webextrator
Claim
MCP server for web extraction and rendering via AceDataCloud WebExtrator
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| 35122 |
Live FX + official central-bank rates, 110+ sources. Hosted, keyless, nothing t…
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| 35123 |
MCP server for analyzing successful trading bots on Polymarket, enabling discov…
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| 35124 |
Enables package tracking across multiple carriers by auto-detecting the carrier…
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| 35125 |
calllint
Claim
Static preflight safety gate for MCP servers — scan configs before you run them…
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| 35126 |
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
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| 35127 |
Enables comprehensive WhatsApp integration through WaPulse API, supporting mess…
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| 35128 |
mcp-perforce-server
Claim
MCP server for Perforce version control with safe defaults, structured JSON res…
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| 35129 |
prolog-debug-mcp
Claim
An MCP server that uses SWI-Prolog for logical deduction to find root causes of…
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| 35130 |
Compute Finance Oracle
Claim
Live AI compute pricing oracle — real-time LLM model prices across providers
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| 35131 |
JSON Contracts
Claim
JSON contract registry and validator for structured LLM and agent outputs.
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| 35132 |
Algo-MCP
Claim
Render live algorithmic visualizations directly in your AI chats via MCP.
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| 35133 |
website-seo-audit
Claim
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
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| 35134 |
Lead Details MCP
Claim
Manages leads and sends emails directly from Claude chat, with tools to add, se…
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| 35135 |
mailwarden
Claim
A native Gmail MCP server providing full mailbox control via the live Gmail API…
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| 35136 |
Gemini Transcription MCP
Claim
An MCP server for audio-to-text transcription using Google's Gemini API via Ope…
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| 35137 |
MCP server for Walmart Connect Ads APIs (Sponsored Search + Display)
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| 35138 |
CRE Intelligence
Claim
Live CRE analysis: Federal Reserve rates, Census 1/3/5-mile demographics, DCF m…
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| 35139 |
ravelry-mcp
Claim
An MCP server that connects Claude to the Ravelry API, letting knitters and cro…
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| 35140 |
App Data MCP
Claim
An MCP server for internal data platforms that enables search, viewing, tracing…
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| 35141 |
ofshore-mcp
Claim
Provides Claude Desktop and Cursor with full access to the ofshore.dev ecosyste…
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| 35142 |
mcp-bridge
Claim
Enables LLMs to use llama.cpp models via MCP protocol by bridging MCP requests …
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| 35143 |
TokenGuard
Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
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| 35144 |
Remote HTTP/SSE MCP server for web search with full page content extraction, se…
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| 35145 |
MCP Officegest
Claim
Exposes a curated subset of the Officegest API v2 (22 CRUD tools) for managing …
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| 35146 |
SearXNG MCP Server
Claim
Enables web search and content scraping from multiple engines via a local SearX…
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| 35147 |
claude-for-abap
Claim
MCP server giving Claude (and any MCP-compatible client) live access to SAP sys…
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| 35148 |
FixThis
Claim
Local-first MCP handoff for Jetpack Compose UI feedback and source candidates.
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| 35149 |
rosclaw-ur-rtde-mcp
Claim
MCP server for controlling Universal Robots arms and Robotiq grippers via RTDE …
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| 35150 |
godot-mcp-server
Claim
Enables AI agents to interact with the Godot game engine, including project ins…
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