MCP Server Quality Scores
Independent quality analysis of 66502 public MCP servers
Last updated 4 hours, 24 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50151 |
codex-cli-mcp-tool
Claim
An MCP server that allows Claude Code to interact with the OpenAI Codex CLI.
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| 50152 |
Enables AI agents to automate web browsers using local Ollama models via the Mo…
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| 50153 |
salesforce-mcp
Claim
A Model Context Protocol server that connects AI assistants to Salesforce orgs,…
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| 50154 |
Exposes LLM Wiki desktop capabilities via Streamable HTTP transport for MCP cli…
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| 50155 |
bbaw-dse-mcp
Claim
Enables natural-language querying of multiple digital scholarly editions, aggre…
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| 50156 |
NotebookLM MCP
Claim
Enables AI agents to interact with Google NotebookLM through browser automation…
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| 50157 |
M365 MCP Server
Claim
A secure remote MCP server that integrates Microsoft 365 services with AI assis…
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| 50158 |
Weather Pro
Claim
A production-grade MCP server that provides real-time weather data and demonstr…
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| 50159 |
GlassFlow MCP Server
Claim
Model Context Protocol server for managing and diagnosing GlassFlow streaming p…
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| 50160 |
ActiveDirectoryMCP
Claim
A comprehensive MCP server for managing Active Directory environments through L…
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| 50161 |
redactor-mcp
Claim
Wraps AWS Comprehend for PII detection and redaction, allowing users to upload …
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| 50162 |
tani
Claim
tani (谷, "valley") is an agent-native hub. AI agents discover capabilities in a…
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| 50163 |
MCP Mesh
Claim
Decentralized peer-to-peer federation for MCP servers, enabling a single client…
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| 50164 |
IBKR MCP
Claim
MCP server for Interactive Brokers via IB Gateway, enabling read access to acco…
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| 50165 |
mcp-lyrics-ovh
Claim
Provides keyless lyrics lookup for songs by artist and title, with a suggest to…
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| 50166 |
SSH MCP
Claim
SSH MCP is a Model Context Protocol tool for managing and interacting with mult…
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| 50167 |
mcp-dns-insights
Claim
Captures DNS queries leaving your Mac and serves them to Claude via MCP for tra…
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| 50168 |
FSDB MCP Server
Claim
An MCP server for reading and querying FSDB waveform files, enabling AI assista…
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| 50169 |
onchainos MCP Server
Claim
Enables on-chain operations including token search, market data, wallet managem…
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| 50170 |
OPC Memory MCP Server
Claim
MCP server that exposes OPC memory scripts as tools for Claude Code and Claude …
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| 50171 |
Jeltz
Claim
Connects AI assistants to physical devices via MCP, enabling LLMs to reason abo…
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| 50172 |
Enables read-only SQL queries and CSV exports to the Bolthouse_Ag_AI database v…
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| 50173 |
Todo MCP Server
Claim
A simple MCP server for managing todo items with SQLite database storage, suppo…
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| 50174 |
Google Maps MCP Server
Claim
Enables interaction with Google Maps API for geocoding, place search, direction…
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| 50175 |
SQL Server MCP
Claim
An MCP server that connects AI assistants to Microsoft SQL Server databases, en…
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| 50176 |
gemini-vision-mcp-safe
Claim
A privacy-conscious MCP server that enables image analysis via Google Gemini wi…
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| 50177 |
arrstack-mcp
Claim
An MCP server that gives AI assistants control over your Sonarr, Radarr, Prowla…
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| 50178 |
gingr-mcp
Claim
Read-only MCP server for Gingr pet-care facility data, enabling queries about o…
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| 50179 |
Duma
Claim
Enables AI agents to ask questions to users asynchronously via a local macOS ap…
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| 50180 |
Zotero MCP Agent
Claim
Enables research paper search and download, Zotero library management, and know…
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| 50181 |
ableton-mcp-lofifren
Claim
Connects Ableton Live to AI through MCP, enabling prompt-assisted music product…
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| 50182 |
Provides 23 production-tested tools for mobile app intelligence, including app …
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| 50183 |
tmux-mcp-claude
Claim
Gives Claude Code full control over tmux sessions, windows, and panes, with an …
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| 50184 |
Ponderers MCP Server
Claim
A Model Context Protocol (MCP) server implemented in Rust, providing utility to…
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| 50185 |
Ceph Analyzer MCP Server
Claim
Enables comprehensive analysis of the Ceph codebase via local repository tools …
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| 50186 |
everything-mcp-server
Claim
Enables instant file searches on Windows using Everything's native SDK, support…
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| 50187 |
Spiderbrain
Claim
Deterministic context layer for your codebase: change impact, blast radius, ans…
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| 50188 |
selfhosted-doctor
Claim
Read-only MCP server that scans Docker Compose, Cloudflare Tunnel, and .env fil…
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| 50189 |
Tessie MCP Server
Claim
Enables AI assistants to control and monitor Tesla vehicles via natural languag…
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| 50190 |
E*TRADE MCP Server
Claim
Model Context Protocol (MCP) server for E*TRADE API, enabling LLMs like Claude …
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| 50191 |
excel-live-mac
Claim
Live Excel MCP server for macOS that interacts with running Excel instances in …
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| 50192 |
sdadasads
Claim
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| 50193 |
azure-devops-mcp-remote
Claim
Enables AI assistants to interact with Azure DevOps projects through natural la…
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| 50194 |
Enables interaction with SAP Business One via Service Layer REST API to retriev…
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| 50195 |
A private MCP server that lets Claude generate images using Google Gemini/Image…
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| 50196 |
Pica MCP Server
Claim
Integrates with the Pica API platform to enable seamless interaction with vario…
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| 50197 |
Coda MCP Server
Claim
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
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| 50198 |
Kirok
Claim
Provides persistent, searchable memory for AI agents, enabling them to retain, …
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| 50199 |
mcp-see
Claim
An MCP server that gives AI agents the ability to observe and understand images…
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| 50200 |
An MCP server for Microsoft Defender Advanced Hunting that enables AI assistant…
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