MCP Server Quality Scores
Independent quality analysis of 64698 public MCP servers
Last updated 2 hours, 15 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 39001 |
vtkapi-mcp
Claim
An MCP server that validates VTK Python code by checking class and method exist…
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| 39002 |
Witness
Claim
Witness is an MCP server that integrates with Obsidian to allow AI assistants l…
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| 39003 |
Provides comprehensive system diagnostics and hardware analysis through 10 spec…
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| 39004 |
futurehouse_mcp
Claim
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| 39005 |
DocGuard
Claim
DocGuard, an official, zero-dependency Node.js MCP server (npm: docguard-cli, d…
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| 39006 |
PcmHackMCP
Claim
MCP server and Ghidra plugin for reverse engineering, enabling clients like Cla…
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| 39007 |
Sales MCP Server
Claim
Enables users to query enterprise sales data from a local SQLite database and i…
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| 39008 |
Gamma MCP Server
Claim
Enables AI assistants to generate presentations, documents, and webpages throug…
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| 39009 |
Wikicious MCP Server
Claim
Connects MCP-compatible AI assistants to the Wikicious V6 protocol on Arbitrum …
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| 39010 |
Exposes core recruiting tools such as candidate ranking, profile retrieval, hon…
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| 39011 |
MCP server for Expedia travel recommendations. Enables LLMs to search hotels, f…
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| 39012 |
nobrainr
Claim
Self-hosted memory service that gives AI agents persistent, searchable memory a…
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| 39013 |
DebugForge
Claim
MCP server bridging Lauterbach TRACE32 debuggers to AI agents for autonomous de…
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| 39014 |
tedt
Claim
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| 39015 |
X-MCP 2.0
Claim
Enables users to interact with X/Twitter via Claude, allowing posting tweets, s…
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| 39016 |
Enables querying and managing Azure Log Analytics workspaces using KQL (Kusto Q…
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| 39017 |
SSH MCP Server
Claim
An MCP server that lets an AI assistant run commands and transfer files over SS…
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| 39018 |
StackSwap
Claim
B2B GTM stack intelligence: search ~400 tools, compare vendors, find overlaps, …
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| 39019 |
Web search, content extraction, and library docs for AI agents with 5-strategy …
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| 39020 |
mcp-gsuite
Claim
server for google
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| 39021 |
DM3 MCP Server
Claim
An MCP server for the DM3 game engine that enables AI assistants to create, bui…
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| 39022 |
zepp-mcp
Claim
Connect your Amazfit / Zepp watch to Claude. Free and open-source.
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| 39023 |
Read-only MCP server for the Kiwoom Securities REST API: market data, account i…
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| 39024 |
NYC Property & Venue API
Claim
NYC property intelligence, building violations, and restaurant/venue compliance…
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| 39025 |
polyu-estudent-mcp
Claim
A local MCP server that lets Claude Code operate the PolyU eStudent portal to c…
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| 39026 |
mcp-copilotcli-history
Claim
Enables searching and analyzing GitHub Copilot's conversation history stored lo…
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| 39027 |
Enables audio source separation into vocals and instruments using ComfyUI MelBa…
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| 39028 |
recipe-finder-ai-mcp
Claim
recipe-finder-ai-mcp MCP server by MEOK AI Labs
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| 39029 |
mcp-google-calendar
Claim
Enables LLMs to manage Google Calendar events and Google Tasks through a set of…
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| 39030 |
querybridge-mcp
Claim
A Model Context Protocol (MCP) server that connects Claude Code to MySQL databa…
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| 39031 |
obsidian-remote-mcp
Claim
Self-hosted MCP server that provides remote AI clients with read and write acce…
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| 39032 |
lookup-modern-dictionary
Claim
Look up word meanings fast. Get clear definitions and common usage to support r…
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| 39033 |
Correctover MCP Server
Claim
The first MCP server that verifies AI outputs in real-time, ensuring every LLM …
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| 39034 |
Appian MCP Server
Claim
Enables interaction with Appian applications through the Model Context Protocol…
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| 39035 |
CodeGraph Multi-Repo MCP
Claim
Exposes CodeGraph capabilities for multiple local repositories to MCP-compatibl…
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| 39036 |
toss-invest
Claim
Enables interaction with Toss Securities API for market data, stock information…
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| 39037 |
Testing Farm MCP Server
Claim
Enables submitting FMF-based test requests to Testing Farm and listing availabl…
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| 39038 |
gnosys-treeshell
Claim
Tree-based navigation MCP that provides a single interface to explore and execu…
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| 39039 |
postgres-mcp-legacy
Claim
Deprecated Python-based PostgreSQL MCP server. Users should migrate to the new …
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| 39040 |
Enables web content extraction and Google Search through Google AI Studio's URL…
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| 39041 |
GitLab MCP
Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
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| 39042 |
Provides AI-ready documentation for the PayHere payment gateway, enabling acces…
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| 39043 |
universal-notebook-mcp
Claim
Enables AI assistants to read, edit, and execute Jupyter notebook files (.ipynb…
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| 39044 |
GhostWall MCP Server
Claim
Enables offline multi-agent security orchestration by providing tools for netwo…
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| 39045 |
VisionToolMCP
Claim
Enables text-only agents to process images by accepting image files, base64 dat…
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| 39046 |
servomotor-mcp
Claim
Drive open-source Gearotons M17 servomotors from natural language via an MCP se…
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| 39047 |
GPT MCP Service
Claim
Private OAuth-backed MCP server for ChatGPT, supporting GPT Apps via MCP Stream…
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| 39048 |
A comprehensive MCP server providing Claude with enterprise-grade access to Hub…
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| 39049 |
react-native-toolkit
Claim
Provides AI agents with accurate, version-aware documentation for React Native,…
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| 39050 |
mcporacle
Claim
Local MCP server for Roo Code that connects to Oracle DB and returns limited se…
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