MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 1 hour, 35 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35051 |
mcp-coordinator
Claim
Prevents AI coding agents from conflicting by coordinating file claims and reso…
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| 35052 |
mcp-imf-portwatch
Claim
Provides global maritime trade and chokepoint signals from IMF PortWatch, free …
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| 35053 |
codex-master-mcp
Claim
A local MCP server that controls two Codex CLI agent instances via tmux, enabli…
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| 35054 |
databricks-mcp-server
Claim
Provides tools for interacting with Databricks clusters, jobs, and workspace op…
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| 35055 |
Connects AI assistants to the Sandbox Studio API to manage AWS sandbox accounts…
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| 35056 |
Loom Advisor
Claim
Provides tools to list, retrieve, edit, and merge Loom screen recordings.
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| 35057 |
ziwei-mcp
Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
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| 35058 |
joplin-mcp
Claim
A minimal MCP server that enables interaction with Joplin notes and notebooks t…
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| 35059 |
ds-mcp-sync
Claim
Syncs design tokens and components from Figma to a Design System codebase, enab…
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| 35060 |
flipper-ble-mcp
Claim
Drive a Flipper Zero wirelessly over Bluetooth LE from Claude.
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| 35061 |
Steel MCP Server
Claim
Exposes Steel Browser automation over HTTP, providing MCP clients with tools fo…
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| 35062 |
weather-israel-mcp
Claim
Enables fetching current weather forecast for cities in Israel by scraping weat…
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| 35063 |
MarkIndex MCP
Claim
Enables LLMs to accurately navigate and retrieve information from complex docum…
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| 35064 |
atlas-mind
Claim
Self-hosted git-native knowledge base with an MCP endpoint your AI reads, write…
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| 35065 |
comp-web-scraper
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| 35066 |
genefoundry
Claim
Federates 13 gene-related MCP backends (gnomAD, GTEx, etc.) behind a single Str…
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| 35067 |
Ougha.MCP.YouTrack
Claim
Integrates with JetBrains YouTrack to enable issue tracking, project management…
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| 35068 |
jiraxmcp
Claim
An MCP server for interacting with Jira Cloud, providing tools for issues, sear…
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| 35069 |
simple-index-mcp
Claim
A Python MCP server for indexing projects using embeddings, providing semantic …
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| 35070 |
pdf-debug-mcp
Claim
A PDF debugging MCP server that inspects low-level PDF structure, including ind…
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| 35071 |
local-ydb-toolkit
Claim
Local YDB MCP is a TypeScript stdio MCP server for operating Docker-based local…
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| 35072 |
nova-act-mcp-server
Claim
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
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| 35073 |
@vorionsys/mcp-server
Claim
MCP server for AI-agent governance using trust scoring, behavioral signals, and…
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| 35074 |
ultramock-mcp
Claim
Enables AI agents to create and configure product mockups on ultramock.io using…
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| 35075 |
mcp-icd10
Claim
Offline MCP server for ICD medical code lookup, search, and crosswalk translati…
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| 35076 |
Rundeck MCP Server
Claim
Enables AI-driven interaction with Rundeck via CLI for managing jobs, execution…
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| 35077 |
Notion MCP Server
Claim
A production-grade Notion MCP server with full CRUD, search, and schema validat…
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| 35078 |
proxypin-mcp
Claim
Enables AI to analyze real-time HTTP(S) traffic captured by ProxyPin, with tool…
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| 35079 |
mcp-arango-mind
Claim
Turns ArangoDB into a schema-driven MCP server for agents, enabling search-desc…
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| 35080 |
linkedin-automation-mcp
Claim
AI-powered LinkedIn automation server for content generation, profile/company d…
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| 35081 |
DataHub MCP Server
Claim
Enables AI agents to search, explore data lineage, understand business context,…
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| 35082 |
GitHub Stars MCP Server
Claim
Enables managing GitHub starred repositories with semantic search and RAG-based…
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| 35083 |
akshare-jc-mcp
Claim
Unified MCP server for Chinese stock market data that batches multiple data req…
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| 35084 |
silentwatch-mcp
Claim
An MCP server that surfaces scheduled-job state and detects silent failures (ex…
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| 35085 |
claude-gmail-mcp
Claim
A Gmail MCP server that enables Claude to send, search, and read emails using e…
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| 35086 |
mrmarket.ai
Claim
Analytical engine for US-listed equities: screens, rankings, and event studies …
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| 35087 |
MCP-MEmu
Claim
AI-powered Android emulator control via Model Context Protocol, enabling agents…
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| 35088 |
Claude-OS
Claim
A concise Claude reference bundle for developers, covering commands, MCP server…
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| 35089 |
Identity Server
Claim
A local MCP server that maintains and serves personal identity context to LLMs.
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| 35090 |
GoogleCalendarMCP
Claim
MCP server for interacting with Google Calendar, enabling reading events from p…
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| 35091 |
mcp
Claim
3D product viewer platform with a visual editor. Upload GLB models, style scene…
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| 35092 |
xray-mcp-server
Claim
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| 35093 |
ELIZA MCP Server
Claim
Provides a Model Context Protocol interface to interact with the classic ELIZA …
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| 35094 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 35095 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 35096 |
vector-mcp
Claim
Integrates RAG into AI agents via MCP Server, supporting multiple vector databa…
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| 35097 |
reflect-mcp
Claim
Enables AI assistants to create notes, save links, append to daily notes, and m…
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| 35098 |
Code Context Engine
Claim
Index your codebase. AI searches instead of re-reading files. 94% token savings.
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| 35099 |
chatwoot-mcp
Claim
Local Node/TypeScript MCP server for read-only Chatwoot analytics, providing to…
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| 35100 |
Tidesman
Claim
A free native MCP server for running and debugging Linux containers with Apple'…
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