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Vetted Servers(9120)
Unified-MCP-Tool-Graph
by pratikjadhav2726
The Unified MCP Tool Graph aggregates and structures tool APIs from diverse Model Context Protocol (MCP) servers into a centralized Neo4j graph database, enabling LLMs and agentic AI systems to dynamically retrieve the most relevant tools for any task.
The Unified MCP Tool Graph aggregates and structures tool APIs from diverse Model Context Protocol (MCP) servers into a centralized Neo4j graph database, enabling LLMs and agentic AI systems to dynamically retrieve the most relevant tools for any task.
Setup Requirements
- ⚠️Requires Neo4j database (Docker recommended) for full dynamic tool retrieval capabilities; otherwise, it runs in fallback mode.
- ⚠️Requires `uv` (modern Python package manager) for easy dependency installation and running scripts.
- ⚠️Requires `mcp-proxy` for exposing stdio-based MCP servers as HTTP endpoints.
- ⚠️Requires `GROQ_API_KEY` for agent examples utilizing Groq models (paid API usage).
- ⚠️Requires Python 3.12+.
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workshop-mcp-servers
by deors
Demonstrates building Model Context Protocol (MCP) servers in TypeScript and Java for integrating with developer platforms and services like GitHub, specifically for a workshop using Visual Studio Code and GitHub Copilot.
Demonstrates building Model Context Protocol (MCP) servers in TypeScript and Java for integrating with developer platforms and services like GitHub, specifically for a workshop using Visual Studio Code and GitHub Copilot.
Setup Requirements
- ⚠️Requires Node.js 24.
- ⚠️Requires Java 25.
- ⚠️Full workshop experience leveraging Visual Studio Code and GitHub Copilot may require a GitHub Copilot subscription (though the README states 'free tier is more than enough').
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jentic-sdks
by jentic
The Jentic MCP Plugin enables AI-agent builders to discover, load, and execute external APIs and workflows via the Model Configuration Protocol (MCP), generating LLM-compatible tool definitions.
The Jentic MCP Plugin enables AI-agent builders to discover, load, and execute external APIs and workflows via the Model Configuration Protocol (MCP), generating LLM-compatible tool definitions.
Setup Requirements
- ⚠️Requires `JENTIC_AGENT_API_KEY` (obtained from Jentic dashboard).
- ⚠️Requires `uv` installed (`brew install uv` or `pip install uv`).
- ⚠️Requires Python 3.11+.
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Perigon.CLI
by AterDev
A development assistance tool for quickly building front-end and back-end services with code generation and LLM technology, providing CLI, WebUI, and MCP Server modes.
A development assistance tool for quickly building front-end and back-end services with code generation and LLM technology, providing CLI, WebUI, and MCP Server modes.
Setup Requirements
- ⚠️Requires .NET SDK 10 (or 9.0 for contribution/dev builds) to be installed.
- ⚠️PowerShell 7.0 or higher is needed to run included scripts.
- ⚠️Likely requires an external LLM API Key (e.g., OpenAI) for LLM-assisted features, which may incur costs.
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ifc-bonsai-mcp
by Show2Instruct
Connects AI language models with Blender's Bonsai add-on to read, create, and edit IFC models directly via high-level tool calls and RAG-powered knowledge.
Connects AI language models with Blender's Bonsai add-on to read, create, and edit IFC models directly via high-level tool calls and RAG-powered knowledge.
Setup Requirements
- ⚠️Requires specific Blender 4.4+ and Bonsai Add-on 0.8.2+ versions.
- ⚠️Requires Claude Desktop (or other MCP-compatible client) and manual configuration of its JSON settings, including potentially an absolute path to the Python executable.
- ⚠️An additional local embedding server (Sentence Transformers) must be run continuously in a separate process for the RAG knowledge base to function.
- ⚠️Initial setup involves installing `uv` package manager and potentially manual installation of Python packages into Blender's isolated Python environment.
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GravityMCP
by GravityKit
Manage Gravity Forms data (forms, entries, feeds, fields) via Model Context Protocol, enabling programmatic interaction with WordPress forms.
Manage Gravity Forms data (forms, entries, feeds, fields) via Model Context Protocol, enabling programmatic interaction with WordPress forms.
Setup Requirements
- ⚠️Requires Node.js 18+ (though `scripts/check-env.js` recommends 20+).
- ⚠️Requires an active WordPress installation with Gravity Forms 2.5+.
- ⚠️Requires an HTTPS-enabled WordPress site if using Basic Authentication (OAuth 1.0a is a fallback for HTTP).
- ⚠️Requires Gravity Forms REST API Consumer Key and Secret, generated in WordPress settings.
- ⚠️For local development with self-signed SSL certificates, `MCP_ALLOW_SELF_SIGNED_CERTS=true` must be set in your `.env` file.
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fedramp-docs-mcp
by ethanolivertroy
A Model Context Protocol (MCP) server for querying FedRAMP compliance documentation and NIST controls, designed to be used by AI agents and developers.
A Model Context Protocol (MCP) server for querying FedRAMP compliance documentation and NIST controls, designed to be used by AI agents and developers.
Setup Requirements
- ⚠️Requires Node.js 18+ and npm 9+.
- ⚠️Requires 'git' command-line tool to be installed and available in PATH.
- ⚠️Requires network access for initial cloning of the FedRAMP/docs repository (~50MB) and for automatic updates.
- ⚠️Requires an MCP-compatible client (e.g., Claude Desktop, Cursor, LM Studio) to interact with its tools.
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apostrophe-cms-generator
by andrewmat32
An AI-powered code generator for Apostrophe CMS modules, operating as a local Model Context Protocol (MCP) server that can be integrated with Claude Code.
An AI-powered code generator for Apostrophe CMS modules, operating as a local Model Context Protocol (MCP) server that can be integrated with Claude Code.
Setup Requirements
- ⚠️Requires Node.js v18 or higher.
- ⚠️Requires Claude Code CLI (@anthropic-ai/claude-code) installed globally.
- ⚠️Requires an Anthropic API key configured via `claude configure` (this is a paid service, token usage applies).
- ⚠️Apostrophe CMS projects must be located in the parent directory of this tool and configured for ES Modules (`"type": "module"` in their `package.json`).
Verified SafeView Analysis
compound-mcp-server
by groq
Provides a Model Context Protocol (MCP) server for interacting with Groq models, including compound/meta models, exposing tools for real-time information and code execution capabilities from the Groq AI.
Provides a Model Context Protocol (MCP) server for interacting with Groq models, including compound/meta models, exposing tools for real-time information and code execution capabilities from the Groq AI.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️Requires a Groq API key set in the `GROQ_API_KEY` environment variable (this is a paid service).
- ⚠️For Vercel deployments and SSE transport, a Redis instance URL (`REDIS_URL` environment variable) is recommended.
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slack-mcp-server
by jtalk22
Integrate an AI assistant (like Claude) with full Slack workspace access, including DMs, channels, search, and history, without requiring admin approval.
Integrate an AI assistant (like Claude) with full Slack workspace access, including DMs, channels, search, and history, without requiring admin approval.
Setup Requirements
- ⚠️Automatic token refresh from Chrome is only available on macOS; Linux/Windows users must manually extract and update tokens.
- ⚠️Requires Chrome browser to be running with app.slack.com logged in for automatic token extraction/refresh.
- ⚠️Session tokens expire every 1-2 weeks, requiring periodic refresh (manual or automatic).
- ⚠️Uses unofficial Slack APIs, which may break or lead to account issues if Slack changes its policies or internal mechanisms.
Verified SafeView Analysis
forgejo-mcp
by goern
Connects AI assistants to Forgejo repositories, enabling natural language management of issues, pull requests, files, and more.
Connects AI assistants to Forgejo repositories, enabling natural language management of issues, pull requests, files, and more.
Setup Requirements
- ⚠️Requires a Forgejo instance URL and a personal access token with appropriate permissions.
- ⚠️Requires Go 1.24+ for installation and execution.
- ⚠️Requires an MCP-compatible AI assistant to interact with the server's tools.
Verified SafeView Analysis
mcp-advisor
by olaservo
Provides LLMs and humans with structured access to the Model Context Protocol (MCP) specification and documentation for understanding and compliance evaluation.
Provides LLMs and humans with structured access to the Model Context Protocol (MCP) specification and documentation for understanding and compliance evaluation.
Setup Requirements
- ⚠️The server currently depends on the official `LLMS.txt` file which no longer matches the format expected by this server, potentially leading to functional issues or incorrect link fetching.
- ⚠️Requires outbound network access to `https://modelcontextprotocol.io` and `https://raw.githubusercontent.com` to fetch specifications and documentation; without this, it will rely on (potentially expired) cache or fail.