MCP Server Quality Scores
Independent quality analysis of 68328 public MCP servers
Last updated 2 hours, 49 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 67751 |
Context Weaver
Claim
An MCP server that gives LLMs read-only access to Microsoft Project Online (Pro…
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| 67752 |
HubSpot MCP Server
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Enables management of HubSpot CRM entities including contacts, companies, deals…
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| 67753 |
helloworld
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| 67754 |
ralph-wiggum-mcp
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An enhanced Model Context Protocol (MCP) server implementing the Ralph Wiggum t…
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| 67755 |
cic-mcp-shared
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Enables cross-session memory, weighting, and factory/PR/artifact linking for CI…
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| 67756 |
codegraph-mcp
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An MCP server that indexes TypeScript/JavaScript codebases into precise call an…
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| 67757 |
learn-mcp
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A learning MCP server with tools, resources, prompts, and sampling for AI clien…
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| 67758 |
mcp-dbpedia
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Enables querying DBpedia's structured knowledge graph using SPARQL and lookup t…
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| 67759 |
OpenClaw Consensus
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9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…
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| 67760 |
Velt API Server
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Enable seamless interaction with the Velt API through a dedicated MCP server. I…
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| 67761 |
AccuKnox MCP Server
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Enables interaction with the AccuKnox cloud security platform through MCP, allo…
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| 67762 |
mcp-mirage-brand-extract
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Extracts brand identity (colors, typography, spacing) from any website and gene…
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| 67763 |
Enables AI assistants to manage tasks with full lifecycle support including due…
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| 67764 |
apple-books-mcp
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Enables AI clients to read and write local Apple Books library, collections, an…
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| 67765 |
Google MCP Remote
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Enables AI clients to interact with Google services (Gmail, Calendar, Drive, Ta…
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| 67766 |
Enables management and monitoring of Databricks jobs, including listing, runnin…
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| 67767 |
Verlon AI MCP
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Inspect and manage Verlon AI gates, logs, recommendations, and experiments from…
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| 67768 |
LLM Wiki MCP
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MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
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| 67769 |
Google Ads MCP Server
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A comprehensive Google Ads API integration for AI assistants through the Model …
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| 67770 |
DuploCloud MCP Server
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Exposes DuploCloud infrastructure management as MCP tools by dynamically discov…
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| 67771 |
Enables safe, read-only interaction with Kubernetes clusters, allowing users to…
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| 67772 |
Archergate
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Open-source software licensing SDK. Generate ready-to-paste license validation …
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| 67773 |
vsfclubshashi
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| 67774 |
Companies House
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Companies House MCP — UK statutory company registry (BYO key)
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| 67775 |
StackGuide MCP
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Dynamic context and active engineering workflow for AI coding assistants, enabl…
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| 67776 |
ai-mosaic
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MCP server for Angular 19+ development, providing PR review, code scaffolding, …
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| 67777 |
Roam Research MCP Server
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Enables AI assistants to interact with Roam Research graphs through comprehensi…
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| 67778 |
AI-powered text and URL summarization API for AI agents. Extract key points fro…
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| 67779 |
An MCP server for cross-platform social media research that enables scraping, s…
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| 67780 |
gaudio-developers-mcp
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Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
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| 67781 |
Remnawave Tools MCP
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Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
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| 67782 |
browserbase
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| 67783 |
A REST API server implementation for message handling with Oracle Database inte…
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| 67784 |
Generate authentic pixel art - sprites, animations, and tilesets - from any MCP…
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| 67785 |
Python Code Validator
Claim
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security,…
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| 67786 |
MCP server for T-Bank's Time Messenger (Mattermost-based) that enables AI assis…
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| 67787 |
ComfyUI MCP Server
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Connects AI assistants to ComfyUI for image, video, and audio generation, provi…
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| 67788 |
recall
Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
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| 67789 |
aicard
Claim
Enables AI agents to auto-generate NIST AI RMF and EU AI Act Annex IV compliant…
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| 67790 |
codegraph-mcp
Claim
A no-train, on-prem code knowledge graph served over the Model Context Protocol…
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| 67791 |
Zotero MCP Server
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Enables AI assistants to search, cite, and manage research references directly …
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| 67792 |
pubnub-mcp
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| 67793 |
hoocal
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An AI-agent-managed calendar service with bidirectional Google Calendar and App…
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| 67794 |
okf-mcp-server
Claim
Reusable, read-only MCP server that exposes a repo's knowledge files (backlog d…
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| 67795 |
simpliq-server
Claim
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
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| 67796 |
@memlane/mcp
Claim
Connects Memlane, your personal library of saved links and notes, to AI assista…
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| 67797 |
LearnThat MCP
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Remote MCP learning coach for coding agents.
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| 67798 |
PFT Chatbot MCP
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Enables building encrypted, on-chain chatbots on the PFTL network. Allows LLMs …
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| 67799 |
legis-link-mcp
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Construction trade compliance AI. Electrical, plumbing, HVAC and 7 other trades…
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| 67800 |
kuickr
Claim
Host an agent's pages at clean, permanent URLs. Publish, organize, edit, search…
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