MCP Server Quality Scores
Independent quality analysis of 46347 public MCP servers
Last updated 16 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 42101 |
PullNexus
Claim
GitHub-backed registry and CLI for local AI resources. Search, pull, and submit…
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| 42102 |
Elasticsearch MCP Server
Claim
Provides tools to query Elasticsearch indices, retrieve mappings, execute searc…
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| 42103 |
Bitrix24 MCP Server
Claim
Provides a REST API and MCP server to interact with Bitrix24 CRM, enabling CRUD…
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| 42104 |
linux-ssh-mcp-server
Claim
Remote Linux operations via SSH, exposed as an MCP server, with tools for files…
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| 42105 |
java-jdtls-mcp-server
Claim
A high-performance MCP server that bridges AI agents with Java codebases, provi…
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| 42106 |
imagcon-mcp
Claim
Generate deployment-ready PWA, iOS, and Android app icon sets from a text descr…
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| 42107 |
AI Context Manager
Claim
Manages .ai/ workspace folder, syncs assets with a cloud service, and generates…
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| 42108 |
Search MCP
Claim
Enables LLM-powered search with Elasticsearch, including query planning, expans…
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| 42109 |
context-overflow-mcp
Claim
Integrates the Context Overflow Q\&A platform with Claude Code, enabling questi…
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| 42110 |
servicenow-mcp-server
Claim
Enables natural language interaction with ServiceNow instances for managing inc…
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| 42111 |
mcp-recall-md
Claim
Enables semantic search over local markdown note collections using vector embed…
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| 42112 |
hotel-rates-mcp
Claim
Enables verified, bookable hotel price checking with tax-inclusive totals, OTA …
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| 42113 |
project-graph-mcp
Claim
Maximizes AI agent context window by enabling compact code reading and editing,…
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| 42114 |
md2card-mcp-server
Claim
Converts Markdown content into beautifully designed knowledge cards with custom…
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| 42115 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
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| 42116 |
line-desktop-mcp
Claim
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
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| 42117 |
keyscope-mcp
Claim
AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents …
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| 42118 |
odoo-mcp-server
Claim
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
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| 42119 |
notion-slim
Claim
A token-optimized MCP server for Notion that reduces context window usage by 73…
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| 42120 |
@cynco/mcp
Claim
Enables AI agents to read and write Cynco accounting data, including querying b…
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| 42121 |
MCP-RAG
Claim
Turns Claude Desktop into a personal document question-answering system using l…
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| 42122 |
Openlaw MCP
Claim
OpenLawMCP is an open-source legal AI research tool built to make AI-assisted l…
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| 42123 |
MCP Gateway
Claim
A Home Assistant custom integration that provides standalone MCP server endpoin…
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| 42124 |
modao-proto-mcp
Claim
Enables HTML code generation from design descriptions, detailed design specific…
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| 42125 |
RunPod Image MCP Server
Claim
An MCP server that gives Claude Code and Cursor the ability to generate and edi…
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| 42126 |
plagiarism-checker-ai-mcp MCP server by MEOK AI Labs
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| 42127 |
A Python FastMCP server that re-exposes Kindora's public funder and grant tools…
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| 42128 |
firebase-mcp
Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
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| 42129 |
MCP Playlist Generator
Claim
Generates .m3u playlists on the user's PC based on their current mood or theme,…
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| 42130 |
Enables management of Facets Control Plane projects, resources, environments, a…
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| 42131 |
Provides comprehensive programmatic control over Google Workspace applications …
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| 42132 |
zikra
Claim
Persistent memory MCP server for Claude Code — self-hosted, n8n + PostgreSQL + …
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| 42133 |
paystack-mcp-server
Claim
Enables interaction with Paystack via MCP tools to get total transactions, crea…
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| 42134 |
wartegonline-mcp-ts
Claim
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| 42135 |
edamcp
Claim
An MCP server for Exploratory Data Analysis that automatically profiles dataset…
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| 42136 |
Blackjack MCP Server
Claim
Provides an interactive blackjack game with standard rules via MCP tools and a …
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| 42137 |
Local File Organizer
Claim
A file organization MCP server that safely categorizes and manages files in all…
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| 42138 |
nano-banana-mcp
Claim
MCP server that generates images using Gemini 3 Pro Image on Vertex AI, with su…
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| 42139 |
datetime
Claim
Provides datetime functionality for Cursor IDE, enabling accurate timestamp gen…
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| 42140 |
Tor MCP Server
Claim
Enables secure access to Tor/onion services with content filtering and safety g…
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| 42141 |
Smart Cities MCP Server
Claim
Enables AI agents to interact with IoT device data from a smart city, including…
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| 42142 |
local-memory-mcp
Claim
A local MCP server that provides semantic memory storage and retrieval for codi…
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| 42143 |
mermaid-mcp-server
Claim
A lightweight MCP server that provides real-time Mermaid diagram syntax validat…
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| 42144 |
context-repo-mcp
Claim
An MCP server that enables AI assistants to manage Context Repo prompts, docume…
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| 42145 |
employment-ai
Claim
MCP server for EU AI Act compliance in employment AI, featuring built-in risk m…
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| 42146 |
Pexels MCP Server
Claim
Enables AI models to search and retrieve photos, videos, and collections from P…
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| 42147 |
isk-hub
Claim
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| 42148 |
claude-intercom
Claim
Enables real-time messaging between Claude Code instances, allowing agents to s…
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| 42149 |
genesis-proofrelay
Claim
Read-only ProofRelay MCP verifier for non-confidential evidence bundles. Expose…
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| 42150 |
pyautogui_mcp_server
Claim
Enables GUI automation by executing Python code with instrumented pyautogui, pr…
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