MCP Server Quality Scores
Independent quality analysis of 69182 public MCP servers
Last updated 2 hours, 34 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 53151 |
StratProof
Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
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| 53152 |
mcp-tts-server
Claim
Enables text-to-speech generation using the Groq API, supporting multiple audio…
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| 53153 |
mcp-dart
Claim
Provides tools for discovering, downloading, parsing, and searching Korean DART…
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| 53154 |
adsense-mcp
Claim
MCP server for Google AdSense management. Create ad units, generate framework-s…
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| 53155 |
acuris-mcp
Claim
Address validation & geocoding for AI agents: 240+ countries, UK PAF, free US/C…
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| 53156 |
rug-check
Claim
On-chain rug-pull & honeypot risk screen for ERC-20 tokens, providing a SAFE / …
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| 53157 |
Instantly
Claim
This Model Context Protocol (MCP) server acts as a bridge between AI agents and…
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| 53158 |
mcp-memory-graph
Claim
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
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| 53159 |
book-recommender
Claim
MCP server that provides book recommendation tools, allowing an AI agent to sea…
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| 53160 |
Background Process MCP
Claim
Enables LLMs to start, stop, and monitor long-running command-line processes in…
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| 53161 |
tdrest
Claim
Enables making REST API calls to Teradata cloud services including Elastic Comp…
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| 53162 |
mcp-csu
Claim
Provides AI assistants direct access to 700+ statistical datasets about the Cze…
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| 53163 |
iroha for Notion
Claim
Persists Claude Code sessions to Notion as team memory, enabling queryable reca…
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| 53164 |
Enables durable multi-agent workflow runs for Codex with a live terminal dashbo…
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| 53165 |
mcp-1
Claim
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| 53166 |
Telegram Community MCP
Claim
Enables hybrid search over Telegram community message history, combining full-t…
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| 53167 |
aa-mcp-server
Claim
An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to…
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| 53168 |
CutterMCP-plus
Claim
Enables LLMs to automate reverse engineering tasks using Cutter, including func…
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| 53169 |
prometheus-mcp-server
Claim
Provides tools to search, query, and visualize Prometheus metrics, returning re…
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| 53170 |
mcp-snap7
Claim
Enables MCP clients to connect to and interact with Siemens PLCs via python-sna…
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| 53171 |
Domain memory
Claim
A local MCP server that accumulates the business-domain knowledge of a software…
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| 53172 |
mcp-zen
Claim
Lets MCP clients control a live Zen/Firefox browser to navigate, click, fill fo…
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| 53173 |
gwsadm-mcp
Claim
Google Workspace security-audit MCP server — read-only visibility into account …
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| 53174 |
PixelForge MCP
Claim
PixelForge MCP provides a pipeline for converting AI-generated illustrations in…
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| 53175 |
agentbodega
Claim
Live catalog of x402-payable HTTP tools from AgentBodega: search, public data, …
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| 53176 |
Omotenashi QR MCP Server
Claim
Enables text-to-speech generation through the Omotenashi QR API, supporting mul…
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| 53177 |
An MCP server that visually reviews UI edit requests by comparing screenshots b…
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| 53178 |
mcp_poc
Claim
A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern …
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| 53179 |
mcp-kr-g2b
Claim
Enables AI assistants to query and analyze Korean public procurement data from …
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| 53180 |
ai-intervention-agent
Claim
Enables real-time user intervention for MCP agents via a Web UI and interactive…
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| 53181 |
Enables AI agents to send emails and append content to Google Docs using Gmail …
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| 53182 |
top-gun-audit
Claim
Agentic GEO-Lens Audit API: Specialized geospatial auditing and location-aware …
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| 53183 |
saju
Claim
Korean Four Pillars (Saju) astrology — birth charts, Day Masters, Five Elements…
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| 53184 |
AkTools MCP Server
Claim
Enables querying and analysis of stock and cryptocurrency data, including marke…
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| 53185 |
questlog-mcp
Claim
An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, …
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| 53186 |
Enables AI assistants to browse, search, and extract code examples from the pub…
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| 53187 |
Scopewalker MCP
Claim
MCP server providing codebase analysis tools for AI assistants, including line …
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| 53188 |
Enables secure read-only interactions with PostgreSQL databases through natural…
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| 53189 |
Location MCP Server
Claim
Enables IP address location and latitude/longitude address queries, providing d…
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| 53190 |
UI Bridge MCP
Claim
Enables AI to inspect and interact with UI elements, supporting control mode fo…
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| 53191 |
Mobile E2E MCP
Claim
AI-safe mobile device control via MCP: a policy-guarded, session-oriented mobil…
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| 53192 |
jenkins-http-mcp-server
Claim
Enables interaction with Jenkins servers through HTTP APIs, allowing users to l…
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| 53193 |
Industrial MCP
Claim
An open-source MCP server that bridges AI models with industrial equipment, sup…
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| 53194 |
openparliament-ca
Claim
Provides access to Canadian parliamentary data including debates, bills, votes,…
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| 53195 |
Provides a standardized interface for interacting with OpenAI's tools and servi…
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| 53196 |
GSC MCP Server
Claim
A Model Context Protocol server that provides read-only access to Google Search…
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| 53197 |
Sell The Trend MCP
Claim
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
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| 53198 |
JAOT MCP Server
Claim
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
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| 53199 |
turbowebfetch
Claim
MCP server that lets Claude Code fetch web content using real Chrome browsers. …
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| 53200 |
hashline-mcp
Claim
An MCP server for precise, hash-referenced file editing that enables atomic edi…
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