MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 2 hours, 26 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 48201 |
ClockifyMCP
Claim
Enables personal Clockify time tracking through ChatGPT and other MCP clients, …
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| 48202 |
Homebox MCP Server
Claim
Enables AI assistants to interact with a Homebox inventory system to search, cr…
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| 48203 |
mcp-ns-railways
Claim
MCP server for querying Dutch railway data via the NS API, with planned tools f…
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| 48204 |
Snowflake MCP Server
Claim
Enables natural language queries against Snowflake Gold-layer tables through Cl…
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| 48205 |
kegg-mcp
Claim
An MCP server that exposes the KEGG REST API — pathways, genes, compounds, reac…
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| 48206 |
contextium-mcp-server
Claim
MCP server for Contextium — pipe team SOPs, coding standards, agents, skills, a…
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| 48207 |
Oura MCP Server
Claim
Integrates Oura Ring health data with Claude Desktop, providing resources, tool…
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| 48208 |
Local Weather MCP Server
Claim
Provides a health check and a get_weather tool to query current weather by city…
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| 48209 |
comidp-mcp-server
Claim
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| 48210 |
xhs-mcp
Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
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| 48211 |
pdf-debug-mcp
Claim
A PDF debugging MCP server that inspects low-level PDF structure, including ind…
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| 48212 |
ie-eli-mcp
Claim
An MCP server that provides access to the Irish Statute Book, enabling retrieva…
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| 48213 |
Kickd MCP Server
Claim
Enables Claude Code to manage automations, tasks, skills, workflows, credential…
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| 48214 |
rosettahub-mcp-server
Claim
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
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| 48215 |
octopilot-mcp
Claim
Model Context Protocol (MCP) server for Octopilot — enables AI agents to detect…
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| 48216 |
browserbash
Claim
Plain-English browser tests for AI agents: real Chrome, deterministic verdicts.…
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| 48217 |
mcpify
Claim
Converts any OpenAPI specification into an MCP server, allowing AI assistants t…
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| 48218 |
EvidenceGene Court
Claim
Adversarial autonomous DFIR. A court of AI agents — Prosecutor, Defender, Arbit…
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| 48219 |
Enables AI assistants to manage multiple Outlook/Microsoft 365 mailboxes simult…
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| 48220 |
openmemory-rag-mcp
Claim
MCP server for importing documents into OpenMemory RAG knowledge base. Supports…
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| 48221 |
lark-mcp
Claim
Connects Claude Desktop App to your Lark workspace, enabling Claude to read wik…
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| 48222 |
DataHub MCP Server
Claim
Enables AI agents to search, explore data lineage, understand business context,…
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| 48223 |
article-mcp
Claim
Enables multi-source literature search, full-text retrieval, reference analysis…
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| 48224 |
Enables querying and retrieval of structured video summaries from a SQLite know…
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| 48225 |
anti-search
Claim
MCP server for web search and URL reading via CLIProxyAPI Antigravity backend, …
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| 48226 |
GitHub Stars MCP Server
Claim
Enables managing GitHub starred repositories with semantic search and RAG-based…
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| 48227 |
AStockEvent
Claim
Structured A-share announcement event feed. 16 MCP tools, 13 event types.
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| 48228 |
akshare-jc-mcp
Claim
Unified MCP server for Chinese stock market data that batches multiple data req…
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| 48229 |
ILSpy MCP Server
Claim
Exposes all major ILSpy CLI features as separate MCP tools for decompiling .NET…
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| 48230 |
Terraform MCP Assistant
Claim
A FastMCP-based server that provides a natural language interface to Terraform …
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| 48231 |
RuvLTRA MCP Server
Claim
Enables parallel code generation and review via MCP with fault-tolerant worker …
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| 48232 |
sendfox-mcp
Claim
A remote MCP server template deployable on Cloudflare Workers without authentic…
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| 48233 |
Explore and query the Plantops GraphQL API with schema introspection, field dis…
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| 48234 |
nextjsui9
Claim
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| 48235 |
rdap-mcp
Claim
Enables domain lookups using the RDAP protocol, returning structured registrati…
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| 48236 |
mcp-arcgis-henderson
Claim
Enables searching and querying City of Henderson open geospatial datasets (parc…
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| 48237 |
Identity Server
Claim
A local MCP server that maintains and serves personal identity context to LLMs.
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| 48238 |
GoogleCalendarMCP
Claim
MCP server for interacting with Google Calendar, enabling reading events from p…
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| 48239 |
Enables AI assistants to analyze OpenReplay session recordings for user behavio…
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| 48240 |
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
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| 48241 |
Chess MCP Server
Claim
Enables AI assistants to retrieve Chess.com player profiles, statistics, and da…
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| 48242 |
Weather API MCP Server
Claim
Single-file HTTP MCP Server for WeatherAPI.com to get current weather, forecast…
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| 48243 |
whoop-mcp
Claim
Provides Claude Desktop with access to WHOOP fitness data including recovery, s…
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| 48244 |
MCP Weather Lab
Claim
MCP server that provides weather alerts and forecasts using the National Weathe…
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| 48245 |
An MCP server that lets an AI agent read your portfolio, place paper trades, an…
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| 48246 |
veil-mcp
Claim
An agent-native shell as an MCP server, designed for LLM agents (like Claude Co…
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| 48247 |
devpilot
Claim
Manages dev server lifecycles for AI coding agents, providing structured proces…
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| 48248 |
Meal Planner MCP
Claim
Plans a week of meals from a local recipe library, optimizing for shared ingred…
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| 48249 |
buildin-mcp
Claim
Enables LLMs to interact with Buildin.ai workspaces, providing tools to manage …
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| 48250 | — | |||||||||