MCP Server Quality Scores
Independent quality analysis of 64186 public MCP servers
Last updated 19 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 61201 |
Pulse
Claim
Pulse is a terminal-based task manager that integrates with AI agents via MCP, …
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| 61202 |
OpenSearch MCP Server
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Enables AI assistants to interact with OpenSearch clusters for searching indice…
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| 61203 |
mcp-server-chatgpt-app
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MCP server that enables integration of the ChatGPT macOS app with MCP clients l…
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| 61204 |
Jenkins MCP Server
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Enables interaction with Jenkins CI jobs, including triggering and stopping bui…
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| 61205 |
feishu-doc-mcp
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飞书云文档 MCP Server,为 Claude Code 提供飞书文档的创建、读取、编辑能力,支持 OAuth 认证和 token 自动刷新。
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| 61206 |
MCP server for Android device automation via ADB, enabling screen control, phon…
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| 61207 |
Wildberries Seller API MCP server providing 15 tools for managing products, pri…
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| 61208 |
clickhouse-mcp
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Enables SQL query execution on ClickHouse databases with per-request connection…
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| 61209 |
mcp-clinical-doc-agent
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Enables analysis of clinical trial protocols using MCP tools for document listi…
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| 61210 |
nano-pdf-mcp
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Memory-efficient MCP server for reading and splitting large PDF files page by p…
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| 61211 |
rabbitmq-mcp
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Enables LLM agents to manage RabbitMQ queues, exchanges, and shovels via MCP to…
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| 61212 |
dfxm-geo-mcp
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MCP server for the dfxm-geo dark-field X-ray microscopy forward model
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| 61213 |
uspto-mcp-server
Claim
Search USPTO patent applications, PTAB trial proceedings, and petition decision…
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| 61214 |
KERNL MCP
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Transforms Claude into a persistent intelligence layer with automatic checkpoin…
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| 61215 |
Philippines payments for AI agents — GCash, Maya, cards via PayMongo. Never hol…
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| 61216 |
Solodit MCP Server
Claim
MCP server that provides access to Cyfrin Solodit's database of smart contract …
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| 61217 |
Provides a template to run an MCP server in a Next.js project using the Vercel …
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| 61218 |
Zephyr Scale MCP Server
Claim
An MCP server for Zephyr Scale test management supporting Jira Cloud and Data C…
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| 61219 |
Universal AI Hub
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A secure multi-LLM gateway with dual REST and MCP interfaces, enabling tool-gat…
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| 61220 |
renxt-mcp
Claim
Provides access to Blackbaud Raiser's Edge NXT API for constituent management, …
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| 61221 |
mcp-centreon
Claim
MCP server for Centreon IT monitoring that enables querying host/service status…
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| 61222 |
dify
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| 61223 |
vnprices-mcp
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An MCP server that provides Vietnamese financial market data through Claude Des…
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| 61224 |
mcp-pyatv
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MCP server for controlling Apple TV, HomePod, and AirPlay devices via pyatv, of…
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| 61225 |
WP Audit MCP Server
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MCP server for comprehensive WordPress site audits on WP Engine, providing tool…
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| 61226 |
Milvus MCP Server
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Enables LLMs to interact with Milvus vector database for search, query, and col…
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| 61227 |
NTDeliver MCP Server
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Enables querying NTDeliver purchase order and milestone data (1,729 POs, 2014-2…
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| 61228 |
wechat-mcp
Claim
Enables AI agents to control WeChat through MCP protocol, including sending mes…
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| 61229 |
MCP-Context-Provider
Claim
Static server that provides persistent tool-specific context and rules for AI m…
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| 61230 |
VibeKit
Claim
Build, deploy & manage hosted apps and chat with their AI coding agents from an…
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| 61231 |
mcpsafetywarden
Claim
A security layer for MCP wraps any MCP server to add behavioral profiling, LLM-…
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| 61232 |
MCP Safari Server
Claim
Enables programmatic control of Safari browser on macOS for web automation, tes…
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| 61233 |
Kratos-MCP
Claim
Enables autonomous analysis of PE (Portable Executable) files for detecting inj…
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| 61234 |
Google MCP Server
Claim
A server enabling appending text to Google Docs and creating Gmail drafts via O…
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| 61235 |
rosetta
Claim
MCP server that provides AI assistants with searchable access to MikroTik Route…
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| 61236 |
OpenCodeHub MCP Server
Claim
Provides code intelligence for AI coding agents by indexing repositories into a…
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| 61237 |
Enables AI clients like Claude Desktop to search J-Quants API endpoints, get de…
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| 61238 |
Connect AI assistants to Acumatica ERP — 28 tools for queries, mutations, GIs, …
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| 61239 |
Maps function and component dependencies in Haskell and ReScript codebases, pro…
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| 61240 |
tuiml
Claim
TuiML is an agent-native ML runtime that lets you install, connect to your AI a…
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| 61241 |
AST-Indexer MCP Server
Claim
AST-Indexer is a Model Context Protocol (MCP) server for indexing Git repositor…
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| 61242 |
Enables users to enhance rough prompts into more detailed, clear, and effective…
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| 61243 |
Looker MCP Server
Claim
Provides AI assistants direct access to Looker through a standard MCP interface…
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| 61244 |
docx-comments
Claim
Provides comprehensive read/write access to Word documents, including comments,…
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| 61245 |
Bhived MCP
Claim
Shared knowledge graph, skills, and tool discovery for AI agents through the Mo…
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| 61246 |
A server that enables searching for events, venues, and attractions through the…
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| 61247 |
Enables natural language search and analysis of arXiv academic papers with AI-p…
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| 61248 |
memory-mcp
Claim
Persistent, searchable, versioned memory for AI agents, backed by Valkey and ex…
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| 61249 |
PandaDoc MCP Server
Claim
PandaDoc MCP server for creating, sending, signing, and tracking PandaDoc docum…
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| 61250 |
n0s1-mcp
Claim
Enables AI assistants to scan multiple services and local filesystems for leake…
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