MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 2 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33801 |
BasinVault
Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
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| 33802 |
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
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| 33803 |
Code Context Engine
Claim
Index your codebase. AI searches instead of re-reading files. 94% token savings.
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| 33804 |
Tidesman
Claim
A free native MCP server for running and debugging Linux containers with Apple'…
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| 33805 |
simple_snowflake_mcp
Claim
Enables natural language querying and management of Snowflake databases, includ…
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| 33806 |
Obsidian MCP Server
Claim
Enables external applications to interact with an Obsidian vault through MCP to…
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| 33807 |
Scry
Claim
Free IPv4 lookups against a distributed attacker-observation corpus.
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| 33808 |
trust-chain-mcp
Claim
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
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| 33809 |
uniboh
Claim
MCP server for University of Bologna services, enabling access to Virtuale, tim…
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| 33810 |
schema-validator-ai-mcp
Claim
schema-validator-ai-mcp MCP server by MEOK AI Labs
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| 33811 |
serverless-mcp-server
Claim
A minimal MCP server deployed on AWS Lambda and exposed via API Gateway, enabli…
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| 33812 |
Network MCP Lab
Claim
MCP server for executing show commands and managing Cisco IOS-XE network device…
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| 33813 |
Philips Hue MCP Server
Claim
Enables AI assistants to control Philips Hue smart lighting systems using natur…
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| 33814 |
DHIS2 MCP Server
Claim
Connects DHIS2 health information systems to AI assistants via the Model Contex…
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| 33815 |
Provides a standardized interface for interacting with Google-Gemini's tools an…
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| 33816 |
Toki Toki no Mi
Claim
An MCP server that records decisions, rejected alternatives, and justifications…
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| 33817 |
Kagi MCP Server
Claim
Provides web search capabilities to AI assistants using the Kagi search API, en…
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| 33818 |
mcp-ftp-server
Claim
Enables FTP file operations such as upload, download, list, and delete directly…
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| 33819 |
hedgedoc-mcp-server
Claim
Enables creating, reading, and managing HedgeDoc 1.x notes and Mermaid diagrams…
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| 33820 |
cloak-search-mcp
Claim
A local, anti-bot-resilient web search MCP server that uses stealth Chromium au…
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| 33821 |
server_
Claim
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| 33822 |
MCP-Context-Provider
Claim
Static server that provides persistent tool-specific context and rules for AI m…
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| 33823 |
Cortex MCP
Claim
Persistent brain, memory, loop controller, and reminder engine for AI coding ag…
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| 33824 |
renovate-mcp
Claim
An MCP server for interactively reading, validating, previewing, and saving Ren…
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| 33825 |
menami
Claim
Personalized restaurant recommendations, table bookings, and delivery via MCP, …
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| 33826 |
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
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| 33827 |
MCP Server Demo
Claim
A demonstration MCP server that provides calculator tools for arithmetic operat…
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| 33828 |
An MCP server that integrates X (Twitter) API access with Grok-powered intellig…
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| 33829 |
PineScript MCP Server
Claim
Enables creation, optimization, and management of PineScript trading strategies…
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| 33830 |
Enables sending messages, managing templates, uploading media, and configuring …
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| 33831 |
MCP Mercado Público
Claim
Allows AI assistants to query public procurement opportunities, purchase orders…
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| 33832 |
sonic-boom
Claim
Encodes a TypeScript/JavaScript codebase into a deterministic PNG heatmap that …
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| 33833 |
MCP Google Sheets Server
Claim
Provides full programmatic access to Google Sheets, enabling CRUD operations, p…
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| 33834 |
HaloPSA MCP Tools
Claim
Model Context Protocol server for interacting with the HaloPSA API, enabling AI…
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| 33835 |
snow-mcp
Claim
An MCP server for interacting with a ServiceNow instance via its Table API, ena…
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| 33836 |
boardroom-mcp
Claim
Multi-advisor debate, institutional memory, trust scoring, and cognitive govern…
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| 33837 |
hachanha-mcp
Claim
MCP server that converts user requests into deliberately poor drawing prompts, …
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| 33838 |
Enables context-powered task management on Trello boards, automatically creatin…
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| 33839 |
mcp-proxy
Claim
Bypasses Claude Desktop sandbox network restrictions by providing tools to fetc…
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| 33840 |
MCP Data Cook County
Claim
Enables AI agents to search, query, and retrieve metadata from the Cook County …
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| 33841 |
BigQuery MCP Server
Claim
Enables LLMs to explore BigQuery datasets and tables, run safe read-only querie…
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| 33842 |
Secure, read-only access to Amazon Redshift with schema introspection and smart…
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| 33843 |
rag-mcp-server
Claim
Exposes an existing Anthropic documentation RAG service as tools (search_anthro…
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| 33844 |
Monad MCP Server
Claim
Enables interaction with the Monad Testnet blockchain, including reading block …
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| 33845 |
thmh
Claim
MCP server providing component catalog tools (search_components, get_component_…
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| 33846 |
Appwrite MCP
Claim
Enables AI agents to fully automate Appwrite backend operations with 143 tools …
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| 33847 |
MCPy
Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
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| 33848 |
Rize.io MCP Server
Claim
Integrates Rize.io's time tracking and productivity analytics with AI assistant…
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| 33849 |
outlook-mcp
Claim
An MCP server that gives AI agents structured access to a Microsoft Outlook mai…
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| 33850 |
tavily-proxy
Claim
A Cloudflare Worker that proxies requests to the Tavily API with automatic key …
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