MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 5 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33851 |
sportsbarwatch
Claim
Find sports bars showing live matches anywhere in the world. SportsBarWatch cov…
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| 33852 |
Fraud Detection MCP
Claim
AI-powered fraud detection and investigation platform that exposes tools for qu…
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| 33853 |
530A Model calculator
Claim
Free, deterministic 530A (Trump Account) projections, verified rules, and searc…
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| 33854 |
lueders
Claim
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| 33855 |
massive-mcp
Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
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| 33856 |
story-mcp
Claim
Enables writers and researchers to manage large Markdown documents with AI-powe…
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| 33857 |
vibeops
Claim
Enables agents to read and drive a local-first Kanban board for issue tracking,…
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| 33858 |
openai-responses-mcp
Claim
Lightweight MCP server using OpenAI Responses API with built-in web search, ena…
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| 33859 |
Juno MCP Server
Claim
Enables AI-powered security investigation and threat analysis by connecting MCP…
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| 33860 |
mcp-maxima
Claim
Enables interaction with Maxima, a computer algebra system, for symbolic mathem…
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| 33861 |
cmxflow
Claim
Composable, tunable cheminformatics workflows: library preparation, clustering,…
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| 33862 |
Loxone MCP Proxy
Claim
A zero-dependency local proxy that provides a stable, headless connection to a …
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| 33863 |
consciousness MCP server
Claim
A pluggable vector memory server for semantic search and long-term memory, with…
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| 33864 |
mcp-server-langfuse
Claim
MCP server for Langfuse Prompt Management that enables listing and retrieving L…
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| 33865 |
VRMCP
Claim
Enables AI to control 3D VRM models via natural language, supporting expression…
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| 33866 |
Superforms
Claim
Human-input bridge for AI agents with voice-first answer links, MCP tools, and …
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| 33867 |
BlenderMCP
Claim
Connects Blender to Claude AI through MCP, allowing Claude to directly interact…
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| 33868 |
mise-en-space
Claim
An MCP server that enables LLMs to search, fetch, and act on Google Workspace (…
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| 33869 |
jira_just_ai
Claim
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| 33870 |
Ireland payments for AI agents — cards / Apple Pay via Stripe. Never holds fund…
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| 33871 |
Buienradar MCP Server
Claim
Fetches precipitation forecasts for any location using Buienradar, providing re…
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| 33872 |
esp-idf-docs
Claim
Enables searching and reading ESP-IDF documentation online, with support for mu…
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| 33873 |
forgejo-mcp
Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
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| 33874 |
DataForSEO MCP Server
Claim
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
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| 33875 |
ntropy-mcp
Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
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| 33876 |
Enables browser automation (navigate, screenshot, click, type, etc.) for Claude…
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| 33877 |
Test MCP Server
Claim
Manages user data with resources, tools, and prompts for CRUD operations on a J…
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| 33878 |
Urban intelligence knowledge graph. Structured locality data for civic problem-…
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| 33879 |
chess.com MCP Server
Claim
Enables querying Chess.com player profiles and stats using the Chess.com API.
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| 33880 |
TeslaMate MCP Server
Claim
Enables AI assistants to query Tesla vehicle data and analytics from a TeslaMat…
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| 33881 |
ironscout
Claim
Read-only ammo pricing: offer search, caliber market snapshots, retailer direct…
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| 33882 |
safe-code-mcp
Claim
A local MCP server that provides controlled repository access with policy-based…
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| 33883 |
penni-mcp
Claim
AI bookkeeper for small businesses. Connect your QuickBooks Online and manage y…
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| 33884 |
@hyperwhisper/mcp
Claim
Enables Cursor, Claude, and other MCP agents to interact with the HyperWhisper …
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| 33885 |
census-mcp-server
Claim
Query U.S. Census Bureau data, variables, and geography via MCP.
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| 33886 |
clicks-protocol
Claim
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
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| 33887 |
component-contracts
Claim
Provides two MCP servers: Variant Authority for managing component variant mani…
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| 33888 |
DataNexus MCP
Claim
55 tools. Verified public data — CVE/SBOM security audits, licence compliance, …
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| 33889 |
lad-lviv-ua
Claim
Lviv (Ukraine) public transport MCP server — live arrivals, vehicle positions, …
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| 33890 |
Sutta MCP
Claim
Connects Claude with SuttaCentral to answer Buddhist questions with scriptural …
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| 33891 |
fe
Claim
Multi-site analytics for AI agents — GA4, Google Search Console, Cloudflare edg…
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| 33892 |
ANSES Ciqual MCP Server
Claim
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
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| 33893 |
minecraft-mcp
Claim
Enables AI agents to control a Minecraft bot for movement, building, crafting, …
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| 33894 |
openapi-spec-mcp
Claim
Turns any OpenAPI/Swagger spec into queryable tools for LLMs, enabling endpoint…
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| 33895 |
mcp-eureka
Claim
MCP server that provides access to Polish individual tax interpretations (KIS) …
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| 33896 |
GranolaAI MCP Server
Claim
Bridges Granola.ai meeting intelligence with Claude Desktop, enabling natural l…
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| 33897 |
EntraID MCP Server
Claim
A FastMCP server for interacting with Microsoft Entra ID via the Microsoft Grap…
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| 33898 |
yougile-mcp
Claim
A production-grade Model Context Protocol server for YouGile that lets AI agent…
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| 33899 |
curl-curl-cool-mcp
Claim
An MCP server that gives Claude a full HTTP client — make requests, compare env…
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| 33900 |
Ganty MCP
Claim
Gantt chart SaaS with server-side critical path and dependency-aware shift-impa…
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