MCP Server Quality Scores
Independent quality analysis of 64728 public MCP servers
Last updated 4 hours, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39301 |
st-k8s MCP Server
Claim
Exposes Kubernetes cluster management tools to LLMs, enabling querying pods, de…
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| 39302 |
CerebroChain MCP Server
Claim
The first logistics/WMS MCP server for AI agents. Connect Claude, Cursor, or an…
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| 39303 |
mingyu
Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
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| 39304 |
reddit-mcp-mod
Claim
Enables Reddit moderation through tool-based access: reading, posting, mod queu…
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| 39305 |
claude-code-codex-agents
Claim
Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with stru…
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| 39306 |
MCP Director
Claim
An intelligent orchestration server that routes user requests to appropriate sp…
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| 39307 |
Enables AI-powered management of multi-cluster Kubernetes environments through …
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| 39308 |
Indian Broker MCP Server
Claim
Enables unified read-only portfolio viewing across Indian brokers (Groww, Zerod…
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| 39309 |
netlinq-jenkins-mcp
Claim
Enables triggering Jenkins release and patch pipelines through natural language…
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| 39310 |
lsl-mcp
Claim
A Model Context Protocol (MCP) server providing accurate LSL (Linden Scripting …
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| 39311 |
MDAN
Claim
Multi-Agent Development Agentic Network that enables AI-driven software develop…
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| 39312 |
Atlas
Claim
Atlas is a YAML-defined semantic layer for analytics — authored by humans, cons…
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| 39313 |
iitkgp-erp-mcp
Claim
MCP server for IIT Kharagpur ERP that enables querying grades, CGPA, attendance…
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| 39314 |
mcp-system-monitor
Claim
Enables Claude to monitor CPU, memory, disk, processes, network connections, Do…
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| 39315 |
anchor-debug
Claim
Provides structured access to Solana Anchor error data, enabling AI coding agen…
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| 39316 |
stock-price-mcp-server
Claim
Enables real-time stock price queries and historical data retrieval for US, Tai…
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| 39317 |
iMovie MCP Server
Claim
An MCP server that enables AI-powered video editing with iMovie on macOS.
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| 39318 |
Ultimate Android MCP
Claim
Enables LLMs to control and manage Android devices via ADB, including app insta…
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| 39319 |
mcp-gdocs
Claim
MCP server for Google Docs, Google Drive, and Comments with flexible authentica…
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| 39320 |
Dataline MCP Server
Claim
MCP server exposing read-only market data tools for crypto prices, funding rate…
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| 39321 |
Brainbase MCP Server
Claim
Provides 70 tools to interact with the Brainbase API, enabling management of wo…
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| 39322 |
TouchBistro MCP Server
Claim
A comprehensive MCP server for TouchBistro restaurant management, offering 190 …
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| 39323 |
whamlink-mcp
Claim
Lets MCP clients publish a single file to a permanent, shareable link via whaml…
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| 39324 |
mcp-zap
Claim
MCP server for sending and receiving WhatsApp messages through Evolution API, e…
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| 39325 |
bluepages-mcp
Claim
Enables looking up Ethereum address mappings to Twitter/X and Farcaster identit…
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| 39326 |
mcp-image-tools
Claim
Enables AI agents to perform image processing tasks such as sprite sheet splitt…
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| 39327 |
HRD-PIS MCP Server
Claim
Enables AI assistants to interact with the HRD-PIS API for HR profile managemen…
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| 39328 |
Enables comprehensive collection and analysis of ClaudeCode development session…
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| 39329 |
Splits MCP Server
Claim
Enables managing Splits transactions, accounts, signers, and authentication thr…
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| 39330 |
ServiceTitan MCP Server
Claim
Enables Claude Desktop to query ServiceTitan data about technician jobs and bus…
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| 39331 |
Grain MCP Server
Claim
Enables browsing, retrieving, and downloading meeting recordings and transcript…
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| 39332 |
mosaic-mcp
Claim
Pre-clinical drug discovery intelligence MCP server providing 44 tools to query…
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| 39333 |
Enables control of external Home Assistant devices via an MCP control layer and…
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| 39334 |
Automated MCP server that listens for Hugging Face discussion comments, extract…
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| 39335 |
Outlook Calendar MCP
Claim
Outlook Calendar MCP Server built using FastMCP and Microsoft Graph API. This M…
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| 39336 |
trw-mcp
Claim
MCP server providing persistent engineering memory and spec-driven development …
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| 39337 |
Integrates with Google Docs and Gmail to append content and create drafts, with…
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| 39338 |
savvly
Claim
Savvly MCP: query fund data, model projections, and compare against alternative…
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| 39339 |
foldkit
Claim
MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold opera…
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| 39340 |
Use multiple Cerebras models from Claude Desktop & Claude Code with automatic m…
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| 39341 |
Eleion Scanner MCP
Claim
Enables AI agents to register domains, prove ownership, queue security scans (h…
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| 39342 |
book-recommender
Claim
MCP server that provides book recommendation tools, allowing an AI agent to sea…
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| 39343 |
notebooklm-mcp-rpc
Claim
A pure-TypeScript MCP server for Google NotebookLM using the batchexecute RPC p…
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| 39344 |
mcp-landprice
Claim
Access official Japanese land prices (地価公示/地価調査) through the Pipeworx MCP gatew…
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| 39345 |
mcp-weather-gc-ca
Claim
Enables AI agents to access live weather data from Environment and Climate Chan…
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| 39346 |
nooon
Claim
A lightweight, read-only MCP server for Notion that enables searching, reading …
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| 39347 |
ARL MCP Improved
Claim
An MCP server for AI security analysis, enabling vulnerability scanning, sensit…
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| 39348 |
Comet ML MCP Server
Claim
Enables interaction with Comet ML's experiment tracking platform through the Mo…
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| 39349 |
ProTools MCP Server
Claim
An extensible MCP toolbox for code merging, AI code review with OpenAI and Gemi…
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| 39350 |
huddle-mcp
Claim
A broker that queues agent requests (plans, questions, FYIs) and batches them b…
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