MCP Server Quality Scores
Independent quality analysis of 66549 public MCP servers
Last updated 3 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 38101 |
care-home-cqc-mcp
Claim
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
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| 38102 |
Monarch Money MCP Server
Claim
A Model Context Protocol (MCP) server that enables AI assistants to interact wi…
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| 38103 |
mcp-arcgis-johnsoncity
Claim
Access and query City of Johnson City GIS open geospatial datasets (parcels, zo…
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| 38104 |
MyFitnessPal
Claim
MCP server for MyFitnessPal: log, search, and analyze your food diary.
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| 38105 |
twitter-mcp
Claim
A lightweight Twitter MCP server for Claude Code with 17 tools for reading and …
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| 38106 |
Baasix MCP Server
Claim
Enables to interact with Baasix Backend-as-a-Service operations including schem…
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| 38107 |
OAPT MCP Extension
Claim
Connects Claude Desktop to the OAPT MCP server for natural-language queries acr…
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| 38108 |
wechat-mcp-server
Claim
MCP server for reading local WeChat data, enabling AI assistants to query chat …
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| 38109 |
An MCP server that decides whether each step of an agent requires cheap intuiti…
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| 38110 |
Arcane RMCP
Claim
Rust MCP server and CLI for Arcane Docker and container management.
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| 38111 |
cn-llm-bridge
Claim
Enables Claude Code to leverage Chinese LLMs for multimodal tasks including ima…
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| 38112 |
clr-openmanage-mcp
Claim
MCP server for Dell OpenManage Enterprise that allows AI assistants to monitor …
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| 38113 |
Creates custom VS Code chat modes and prompts for specialized development workf…
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| 38114 |
Motion MCP Server
Claim
Bridges Motion's AI-powered calendar and task management API with LLMs via the …
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| 38115 |
tesla-powerwall
Claim
Enables AI assistants to monitor and control Tesla Powerwall 2 systems via loca…
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| 38116 |
forkmind
Claim
Branchable LLM history DAG + encrypted context capsules agents can save, restor…
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| 38117 |
Balladic
Claim
Work data synthesizer and project tracking platform seeking to close the gap be…
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| 38118 |
Railway MCP Server
Claim
Manage your Railway.app infrastructure effortlessly. Deploy services, manage va…
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| 38119 |
MCP Apps POC
Claim
A proof-of-concept demonstrating interactive UI capabilities for MCP servers th…
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| 38120 |
tw-law-mcp
Claim
This MCP server enables querying Taiwan interior decoration regulations and pro…
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| 38121 |
praesentire-mcp
Claim
Bilingual financial news sentiment (English + Traditional Chinese) scored by Cl…
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| 38122 |
platform-adapter-mcp
Claim
Wraps multiple bug bounty platform APIs (HackerOne, Bugcrowd, etc.) behind a un…
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| 38123 |
MCP Academic Editor
Claim
A sophisticated academic manuscript revision system that provides surgical, lin…
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| 38124 |
Provide a stateless, scalable MCP server for arithmetic calculations using Stre…
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| 38125 |
An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …
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| 38126 |
RCLL
Claim
Self-hosted shared memory for a team of AI agents. Rooms, L0-L3 depth, no LLM o…
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| 38127 |
MCP Server + LLM Agent
Claim
Enables users to interact with a set of tools via an LLM agent, allowing natura…
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| 38128 |
simpliq-server
Claim
Simpliq Data Proxy MCP Server - Connects LLMs to SQL Databases via Semantic Map…
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| 38129 |
Webpage MCP
Claim
Enables AI assistants to control your webpage via MCP, allowing navigation, scr…
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| 38130 |
MCP AEMPS — CIMA
Claim
MCP server for the Spanish AEMPS CIMA pharmaceutical registry (20,000+ authoris…
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| 38131 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 38132 |
Crypto MCP Server
Claim
Provides real-time and historical cryptocurrency market data using ccxt, enabli…
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| 38133 |
browserbase
Claim
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| 38134 |
minimal-gdocs
Claim
A minimal MCP server for creating and updating Google Docs from markdown.
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| 38135 |
UniArticles MCP Server
Claim
Unifies academic literature retrieval from multiple sources like Scopus, ArXiv,…
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| 38136 |
agentcivics
Claim
Decentralized civil registry for AI agents on Sui. Soulbound identities, on-cha…
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| 38137 |
neo
Claim
Portafolio argentino consolidado, precios BYMA en vivo, cauciones y ordenes. So…
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| 38138 |
thatsme MCP Issuer
Claim
Enables teams to automate certificate issuance and query engagement data from t…
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| 38139 |
SQL Server MCP
Claim
Provides secure, read-only access to Microsoft SQL Server with multi-layer prot…
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| 38140 |
mcp-arcgis-onkaparinga
Claim
Provides access to City of Onkaparinga's open geospatial data via ArcGIS, enabl…
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| 38141 |
mcp-agro-brasil
Claim
Provides Brazilian agribusiness data such as livestock, crop prices, weather, e…
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| 38142 |
caelian
Claim
Live competitive intelligence for B2B teams — signals, threat rankings, and rev…
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| 38143 |
MCP server for orchestrating Node.js development servers (backend, frontend, da…
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| 38144 |
Demonstrate and validate the Model Context Protocol server implementation with …
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| 38145 |
McpDeepResearch
Claim
An MCP server that enables academic research by searching Google Scholar, fetch…
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| 38146 |
gh-attach
Claim
Enables AI applications to upload images and videos to GitHub issues, pull requ…
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| 38147 |
agentiam-mcp
Claim
Stdio MCP wrapper for AgentIAM's 18 x402 endpoints — agent safety + intelligenc…
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| 38148 |
clockify_mcp
Claim
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| 38149 |
NEAT MCP Server
Claim
Provides AI agents with a live architecture model of a codebase, enabling queri…
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| 38150 |
An MCP server that provides speech-to-text transcription and speaker diarizatio…
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