MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 44 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 36051 |
Todoist MCP Server
Claim
Enables task, project, section, label, and comment management via Todoist's API…
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| 36052 |
swamymcpfirst
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| 36053 |
mark-coach-mcp
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Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 36054 |
hypermnesia
Claim
A semantic memory store for AI agents, enabling persistent memory across sessio…
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| 36055 |
Enables AI assistants to interact with Salesforce orgs through natural language…
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| 36056 |
A CircleCI MCP server specialized in config review, providing tools for fetchin…
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| 36057 |
ft_mcp
Claim
A Python MCP server implemented from scratch, providing tool execution capabili…
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| 36058 |
Prevents context bloat and the 'Lost in the Middle' phenomenon by distilling ac…
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| 36059 |
HANAPerformanceMCP
Claim
An MCP server that gives AI assistants direct access to SAP HANA performance da…
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| 36060 |
@trigv/mcp
Claim
Enables AI clients in Cursor, Claude Code, and VS Code to send notification eve…
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| 36061 |
MCP Memory Server
Claim
Enables AI assistants to store and retrieve long-term memories with semantic se…
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| 36062 |
@retailerapi/mcp
Claim
Enables AI agents to access Walmart product data including lookups, price histo…
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| 36063 |
UI Analyzer MCP Server
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Analyzes website UIs using Playwright and provides precise CSS/HTML fix instruc…
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| 36064 |
saihm-memory
Claim
Provides persistent, client-side-encrypted memory for AI coding assistants via …
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| 36065 |
claude-dials
Claim
An MCP server that provides Claude with adjustable 0-10 sliders for behavior di…
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| 36066 |
Enables AI agents to render interactive user interfaces such as forms, dashboar…
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| 36067 |
Connects MCP-compatible coding agents to VMware vCenter to query information ab…
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| 36068 |
Signed, non-replayable API auth. Agents self-register and sign requests with ER…
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| 36069 |
bjn-uy-mcp
Claim
MCP server that enables searching and retrieving judicial decisions from the Ur…
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| 36070 |
stackql
Claim
Open source SQL-native query and provisioning engine for cloud and SaaS infrast…
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| 36071 |
aha-mcp
Claim
MCP server for accessing and managing Aha! records, including features, require…
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| 36072 |
Llama-Bridge
Claim
MCP server that enables cloud models (like Gemini/Claude) to delegate coding ta…
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| 36073 |
Claude Dialogue MCP
Claim
Enables peer-to-peer asynchronous conversation between Claude.ai and Claude Cod…
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| 36074 |
JS Reverse MCP
Claim
MCP server for JavaScript reverse engineering and browser debugging.
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| 36075 |
qa-mcp-server
Claim
Professional Model Context Protocol implementation for Quality Assurance, integ…
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| 36076 |
MCP server for the LinkedIn Marketing API — campaigns, analytics, creatives.
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| 36077 |
kanpou-mcp
Claim
MCP server for searching Japanese government procurement notices via the Kanpou…
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| 36078 |
mcp-epa-envirofacts
Claim
Enables querying US EPA Envirofacts data using natural language, providing acce…
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| 36079 |
JARVIS MCP Server
Claim
Enables macOS control, web scraping, news fetching, and workspace automation th…
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| 36080 |
MKP MCP Server
Claim
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
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| 36081 |
Mimir
Claim
Local-first memory and retrieval for private project knowledge. Enables indexin…
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| 36082 |
Prizmad
Claim
Generate AI UGC video ads from any product URL — avatars, voiceover, OAuth Conn…
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| 36083 |
airc-mcp
Claim
Connect Claude Code to other AI agents for messaging, registration, presence, a…
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| 36084 |
weather-mcp
Claim
轻量天气MCP服务器,让Claude通过get_weather工具查询城市实时天气,无需API密钥。
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| 36085 |
speaches-mcp
Claim
An MCP server that exposes speech-to-text and text-to-speech capabilities using…
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| 36086 |
om-metrics MCP Server
Claim
Provides natural language querying of open-source community data, including hea…
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| 36087 |
Atlas UI
Claim
MCP server that gives Claude deep awareness of your frontend codebase by scanni…
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| 36088 |
odoo
Claim
Odoo ERP for AI agents: hosted OAuth endpoint, gated writes, one endpoint for e…
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| 36089 |
Rodin Gen-2 MCP Server
Claim
MCP server for integrating with Rodin Gen-2 API to generate 3D models from text…
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| 36090 |
mcp-pgSQL
Claim
A local MCP server for PostgreSQL that provides tools for SQL execution, metada…
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| 36091 |
Semantic Notes Vault MCP
Claim
Connects AI assistants to an Obsidian vault as a semantic knowledge graph, enab…
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| 36092 |
Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI…
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| 36093 |
Outlook MCP Server
Claim
Provides programmatic access to Microsoft Outlook mailboxes, enabling AI assist…
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| 36094 |
An MCP server enabling AI assistants to manage Gmail through natural language, …
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| 36095 |
shiori-mcp
Claim
Enables interaction with Shiori, a self-hosted bookmark and read-it-later manag…
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| 36096 |
groq-docs-mcp
Claim
Enables users to search Groq's API documentation using natural language queries…
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| 36097 |
foolfuuka-mcp-server
Claim
MCP server for querying 4chan archives (Desuarchive, 4plebs, b4k, archived.moe)…
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| 36098 |
pve-mcp
Claim
MCP server for managing Proxmox VE resources, VM/CT lifecycle, snapshots, backu…
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| 36099 |
actions-xyz-mcp
Claim
Extract structured action items from meeting transcripts and notes using the ac…
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| 36100 |
unitree-sdk2-mcp
Claim
MCP server for controlling Unitree robots via DDS protocol, supporting G1, Go2,…
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