MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 20 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48101 |
CORTEX Memory MCP
Claim
Persistent semantic memory MCP server for AI agents with hybrid search, LLM sco…
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| 48102 |
Channel3 MCP Server
Claim
Let your agent discovery any product on the internet. Earn commissions when you…
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| 48103 |
wikijs-mcp
Claim
MCP server for accessing Wiki.js through its GraphQL API, enabling page managem…
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| 48104 |
Kube-Whisperer
Claim
Autonomous AI agent for Kubernetes triage and infrastructure management using n…
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| 48105 |
Sumo Logic MCP Server
Claim
Enables interaction with Sumo Logic's REST APIs through MCP, allowing log searc…
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| 48106 |
Node.js server implementing Model Context Protocol (MCP) for filesystem operati…
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| 48107 |
openaiTreasureHuntMCP
Claim
A minimal Next.js application demonstrating how to build an OpenAI Apps SDK com…
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| 48108 |
Enables access to Amplemarket's knowledge base through Pylon's API. Supports se…
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| 48109 |
zhipu-mcp
Claim
Enables web search for large language models using Zhipu AI's Web Search API, s…
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| 48110 |
node-red-mcp-server
Claim
Model Context Protocol (MCP) server for Node-RED — allows language models (like…
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| 48111 |
cascade-cms-mcp-server
Claim
Enables LLMs to interact with Cascade CMS via REST API, supporting asset CRUD, …
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| 48112 |
dart-search-mcp
Claim
Enables searching corporate disclosures from Korea's DART system, including com…
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| 48113 |
signalforge
Claim
Local-first MCP server that analyzes and compiles prompts for multiple LLM clie…
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| 48114 |
ms-365-admin-mcp-server
Claim
A Model Context Protocol server for Microsoft 365 administration using Graph AP…
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| 48115 |
agent-mail-mcp
Claim
MCP server that lets AI agents create reviewable physical mail drafts, validate…
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| 48116 |
Conductor
Claim
Provides a persistent hierarchical task tree for LLM agents, enabling them to d…
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| 48117 |
Enables searching and asking questions over your PDF documents using a Pinecone…
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| 48118 |
Odoo MCP Server
Claim
Enables AI assistants to manage Odoo development environments by providing tool…
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| 48119 |
MCP Opener
Claim
Enables opening files, folders, and URLs across different operating systems wit…
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| 48120 |
BookStack MCP Server
Claim
Enables AI assistants to manage BookStack knowledge bases with tools for creati…
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| 48121 |
Fubon MCP Server
Claim
MCP server for Fubon Securities, providing comprehensive Taiwan stock trading a…
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| 48122 |
mcp-midasflow
Claim
MidasFlow Flow API - Cross-exchange order flow, whale detection, liquidations, …
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| 48123 |
paean-dex-mcp
Claim
DEX trading MCP server enabling autonomous token swaps on Base (Uniswap v3) and…
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| 48124 |
Rabobank Demo MCP Server
Claim
Demonstrates how to expose approved internal banking tools to AI assistants via…
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| 48125 |
Goofish MCP Server
Claim
Enables searching and monitoring of Goofish (闲鱼) items via Playwright automatio…
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| 48126 |
vibing-steampunk
Claim
Enables AI assistants to access SAP ADT APIs for reading, writing, debugging, d…
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| 48127 |
mgx-thinking-log-mcp
Claim
An MCP server for downloading and reading MGX thinking logs, enabling AI agents…
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| 48128 |
total-recall
Claim
Persistent, cross-tool memory for AI coding assistants, enabling context retent…
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| 48129 |
Compact Prompt
Claim
This MCP server compacts prompts to save on token usage.
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| 48130 |
nina-mcp
Claim
Enables AI agents to control N.I.N.A. astronomy software remotely, including mo…
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| 48131 |
MCP server that exposes read-only YubiKey management tools (info, FIDO2, PIV, O…
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| 48132 |
Authlete MCP Server
Claim
A unified MCP server that enables management of Authlete services and clients, …
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| 48133 |
wikidata-mcp-server
Claim
Search and fetch Wikidata entities, execute SPARQL queries, and resolve externa…
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| 48134 |
xiaomi-device-control
Claim
MCP server for controlling Xiaomi/Mi Home smart devices via natural language, s…
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| 48135 |
legacy-mongodb-mcp
Claim
Provides read-only access to legacy MongoDB instances (<4.0) via the Model Cont…
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| 48136 |
Deploy an MCP server on Cloudflare Workers without authentication, enabling rem…
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| 48137 |
SurveyMCP
Claim
Processes PDF emails from Gmail, generates structured surveys using Gemini, and…
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| 48138 |
plunk-mcp
Claim
A Model Context Protocol server for Plunk, the open-source self-hosted email pl…
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| 48139 |
rs232-mcp
Claim
Enables AI assistants to interact with Cisco routers and switches over serial c…
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| 48140 |
ideahub_mcp
Claim
An MCP server for capturing and recalling ideas, designed for both agents and h…
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| 48141 |
Garmin Connect MCP
Claim
Exposes personal Garmin Connect data to MCP-capable clients like Claude and Gem…
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| 48142 |
Elba MCP Server
Claim
Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible…
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| 48143 |
Brale API MCP Server
Claim
A Model Context Protocol server that provides a secure wrapper around the Brale…
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| 48144 |
Enables communication with users through Telegram, including asking questions, …
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| 48145 |
Namecheap MCP Server
Claim
An MCP server for managing DNS records and domains via the Namecheap API. Works…
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| 48146 |
regex-mcp
Claim
Enables testing, explaining, debugging, and generating regular expressions dire…
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| 48147 |
patents-mcp
Claim
MCP server for patent search and prior art discovery powered by Google Patents …
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| 48148 |
Couchbase MCP Server
Claim
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
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| 48149 |
Exposes Alpaca paper trading as MCP tools for checking quotes, managing a watch…
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| 48150 |
arcgis-puyallup
Claim
Enables querying and searching City of Puyallup GIS open geospatial datasets (p…
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