MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 23 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38001 |
genesys-memory
Claim
Open-source causal memory for AI agents: persistent, explainable, MCP-native me…
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| 38002 |
panini-connector-mcp
Claim
Install + verify the panini-connector SDK on self-hosted sites, driven by AI ag…
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| 38003 |
Investor Data Server
Claim
Provide seamless access to investor data through a dedicated MCP server. Enable…
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| 38004 |
Enables sending messages, managing templates, uploading media, and configuring …
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| 38005 |
Update Night MCP
Claim
Provides tools for AI assistants to search and explore the Update Night catalog…
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| 38006 |
cursor-search-mcp
Claim
Exposes Cursor's semantic code search through MCP, enabling tools like codebase…
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| 38007 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 38008 |
sonic-boom
Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
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| 38009 |
MCP Mercado Público
Claim
Allows AI assistants to query public procurement opportunities, purchase orders…
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| 38010 |
agentloopkit
Claim
Read-only MCP server for AgentLoopKit tasks, policies, reports, handoffs, and s…
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| 38011 |
biomarker-mcp
Claim
Enables querying celltype markers from CellMarker database using natural langua…
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| 38012 |
mcp-proxy
Claim
Bypasses Claude Desktop sandbox network restrictions by providing tools to fetc…
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| 38013 |
mealie-mcp
Claim
Docker-hosted MCP server for Mealie that enables AI agents to read cookbooks, e…
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| 38014 |
snow-mcp
Claim
An MCP server for interacting with a ServiceNow instance via its Table API, ena…
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| 38015 |
my-mcp-ssh
Claim
An MCP server that enables large language models to connect to remote servers v…
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| 38016 |
hachanha-mcp
Claim
MCP server that converts user requests into deliberately poor drawing prompts, …
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| 38017 |
Enables context-powered task management on Trello boards, automatically creatin…
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| 38018 |
mcp-just-seek-knowledge
Claim
Stores and searches AI-generated knowledge about software projects, enabling Cu…
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| 38019 |
BigQuery MCP Server
Claim
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
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| 38020 |
MCP Data Cook County
Claim
Enables AI agents to search, query, and retrieve metadata from the Cook County …
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| 38021 |
mcp
Claim
Fail-closed policy gate for AI agent actions, with local evaluation and native …
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| 38022 |
Optimike Obsidian MCP
Claim
MCP server for Obsidian that exposes tools for reading/writing notes, managing …
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| 38023 |
Weather MCP
Claim
Minimal MCP server exposing today's weather for a city via tool, resource, and …
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| 38024 |
Logica Mind
Claim
Long-term memory for AI agents over MCP — episodic + semantic memory, a tempora…
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| 38025 |
Enables AI assistants to manage Bricks Builder pages, templates, and elements v…
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| 38026 |
Microsoft 365 MCP
Claim
Enables LLMs to manage your Microsoft 365 calendar, tasks, and email via Micros…
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| 38027 |
omnifocus-mcp-bridge
Claim
An authenticated Streamable HTTP bridge that wraps the local OmniFocus MCP serv…
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| 38028 |
CodeSherlock
Claim
AI-powered static and contextual code analysis MCP server
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| 38029 |
Appwrite MCP
Claim
Enables AI agents to fully automate Appwrite backend operations with 143 tools …
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| 38030 |
context-ops-mcp
Claim
Gives your AI coding agent a bounded map of an unfamiliar TypeScript SaaS repo:…
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| 38031 |
mcp-context-cache
Claim
Efficiently loads, caches, and delivers project file context for AI agents usin…
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| 38032 |
state-trace
Claim
Graph-native working memory for coding agents, providing typed memories, causal…
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| 38033 |
IMDB MCP
Claim
Enables semantic and similarity search across IMDB movie data using vector embe…
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| 38034 |
nutstore-mcp
Claim
MCP server for Nutstore cloud storage, enabling AI assistants to manage files v…
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| 38035 |
outlook-mcp
Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
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| 38036 |
Influship
Claim
Find and analyze influencers with creator search, lookalikes, profiles, posts, …
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| 38037 |
laravel-forge-mcp
Claim
Manages Laravel Forge servers, sites, deployments, SSL certificates, databases,…
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| 38038 |
mysql-mcp-server
Claim
Enables monitoring and administration of MySQL databases through natural langua…
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| 38039 |
cml2-mcp
Claim
Thin MCP server for Cisco CML2 that exposes the live OpenAPI specification and …
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| 38040 |
dm-mcp
Claim
Provides secure SELECT queries and table structure retrieval for Dameng databas…
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| 38041 |
FinCore Agentic Commerce
Claim
Agentic commerce with 58 MCP tools for product search, checkout, A2A negotiatio…
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| 38042 |
Weather MCP Server
Claim
Enables real-time weather queries via Claude Desktop using OpenWeatherMap API, …
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| 38043 |
mcp-dora
Claim
DORA compliance scanner MCP server that scans projects for regulatory gaps, cla…
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| 38044 |
k8s-readonly-mcp
Claim
A read-only MCP server for inspecting Kubernetes clusters, allowing LLMs to lis…
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| 38045 |
green-mcp
Claim
Measures CPU energy and LLM token usage of programs to enable cost-efficient re…
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| 38046 |
local-rag-core
Claim
A headless local knowledge library and RAG substrate that enables LLM clients t…
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| 38047 |
CrawMcp
Claim
Self-hosted MCP server for web crawling that bypasses anti-bot walls and JS cha…
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| 38048 |
dbrain
Claim
Provides persistent, structured memory for AI assistants across multiple client…
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| 38049 |
robotframework-mcp
Claim
Enables generating Robot Framework test cases with SeleniumLibrary, creating pa…
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| 38050 |
readme-generator-ai-mcp
Claim
readme-generator-ai-mcp MCP server by MEOK AI Labs
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