MCP Server Quality Scores
Independent quality analysis of 69111 public MCP servers
Last updated 4 hours, 17 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 57701 |
noll-workshop
Claim
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| 57702 |
echolon
Claim
LLM-agent-native backtest framework for SHFE daily futures research. 23 MCP too…
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| 57703 |
parallelix-mcp
Claim
MCP server for the ParalleliX Compute API that lets you offload parallel infere…
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| 57704 |
PostEx MCP Server
Claim
Provides tools to interact with the PostEx Merchant API for order creation, tra…
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| 57705 |
An MCP server that runs in the browser, letting web pages register custom tools…
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| 57706 |
MCP-JIRA-Python Server
Claim
A Python-based server allowing seamless integration with JIRA for managing and …
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| 57707 |
Zoho Books MCP Server
Claim
Enables AI assistants to manage Zoho Books accounting tasks such as invoices, c…
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| 57708 |
ManifolderMCP
Claim
Enables browsing and editing Open Metaverse Spatial Fabric scenes, including ma…
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| 57709 |
Maestro MCP
Claim
Enables AI agents to orchestrate a heterogeneous machine fleet via SSH, with un…
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| 57710 |
Local-first MCP-style code memory for research repositories: enables file searc…
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| 57711 |
dora-compliance-mcp
Claim
DORA (EU Digital Operational Resilience Act) compliance for AI agents. 5-pillar…
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| 57712 |
mcp-local-files
Claim
Enables ChatGPT/Codex to read, search, and edit files in a single allowed folde…
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| 57713 |
MCP server for information collection, text analysis, and content generation, e…
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| 57714 |
Surfaces your Calibre e-book catalog to Claude via the Model Context Protocol, …
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| 57715 |
Lens MCP
Claim
Provides browser-grade web access by rendering pages to markdown, taking screen…
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| 57716 |
Provides a document database with search, retrieval, and creation tools, and a …
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| 57717 |
Polaroid
Claim
Visual memory for computer-use agents — stores UI screenshots as semantic scene…
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| 57718 |
mcp-arango-mind
Claim
Turns ArangoDB into a schema-driven MCP server for agents, enabling search-desc…
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| 57719 |
NotePilot
Claim
A Python MCP server that exposes note management tools (create, search, update,…
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| 57720 |
servo-mcp
Claim
Enables AI agents to see and control your desktop with tools for screenshots, c…
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| 57721 |
kobox
Claim
Enables controlling a Teenage Engineering EP-133 K.O. II via natural language, …
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| 57722 |
Weather MCP Server
Claim
Provides current weather conditions and forecasts for any location using the Op…
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| 57723 |
Incident Triage MCP
Claim
Incident Triage MCP is a Model Context Protocol (MCP) server for incident triag…
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| 57724 |
VS29081
Claim
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| 57725 |
Enables AI agents to draft evidence-grounded cold-email openers, A/B variants, …
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| 57726 |
MCP server that exposes a price calculation tool (calculatePrice) for computing…
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| 57727 |
Provides Xcode build, test, and package management operations through the Model…
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| 57728 |
image-recognition-mcp
Claim
Gives vision-less LLMs the ability to recognize clipboard screenshots and image…
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| 57729 |
Trilium MCP Server
Claim
Brings your Trilium Notes knowledge base into Claude Desktop, enabling full-tex…
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| 57730 |
Nova3D
Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
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| 57731 |
Docling MCP
Claim
Provides tools for document conversion, processing, and generation, enabling PD…
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| 57732 |
munimind-mcp
Claim
Query 2,500+ NYC civic datasets (zoning, deeds, permits, violations, meetings) …
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| 57733 |
Hanzo MCP
Claim
Enables access to Hanzo APIs and Platform capabilities via MCP, along with deve…
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| 57734 |
taste-mcp
Claim
MCP server that indexes and serves design skills, guides, and patterns from the…
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| 57735 |
Exposes 219+ tools for Slack, Gmail, Google Workspace, Jira, Confluence, CRM, a…
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| 57736 |
IEEE 802.11 MCP Server
Claim
Semantic search and structured queries over IEEE 802.11 specifications, enablin…
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| 57737 |
Destiny MCP
Claim
Manage your Destiny 2 inventory, weapons, and loadouts through AI. Integrates w…
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| 57738 |
classifinder-mcp
Claim
Scans text for leaked secrets and credentials, and redacts them before sending …
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| 57739 |
Connxio MCP Server
Claim
Provides tools for managing Connxio integrations, code components, environment …
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| 57740 |
groww
Claim
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| 57741 |
MCP Image Server
Claim
A TypeScript-based MCP server for generating custom images and icons using AI (…
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| 57742 |
godot-ui-feedback-mcp
Claim
Captures real Godot UI screenshots and node metadata to enable a browser-annota…
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| 57743 |
Mediabox MCP
Claim
Self-hosted media server with AI-powered management via MCP, providing tools fo…
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| 57744 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 57745 |
telesign-mcp
Claim
Enables AI assistants to send SMS messages, verify phone numbers via OTP, asses…
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| 57746 |
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
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| 57747 |
cq_mini
Claim
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| 57748 |
artemis-mcp
Claim
Enables interaction with the Artemis API to retrieve crypto token metrics and g…
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| 57749 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
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| 57750 |
api-landing
Claim
Cloudflare Workers MCP server: api-landing
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