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Vetted Servers(9120)
copilot-mcp-server
by wminson
Enables AI assistants to interact with GitHub Copilot CLI for command suggestions, explanations, and configuration management through a standardized Model Context Protocol (MCP) interface.
Enables AI assistants to interact with GitHub Copilot CLI for command suggestions, explanations, and configuration management through a standardized Model Context Protocol (MCP) interface.
Setup Requirements
- ⚠️Requires GitHub Copilot subscription (paid)
- ⚠️Requires GitHub CLI (gh) installed
- ⚠️Requires GitHub Copilot extension for gh (`gh extension install github/gh-copilot`)
- ⚠️Requires Python 3.10+
Verified SafeView Analysis
hydraspecter
by theflysurfer
Multi-headed browser automation for web scraping, testing, or data collection with robust anti-detection and session persistence capabilities.
Multi-headed browser automation for web scraping, testing, or data collection with robust anti-detection and session persistence capabilities.
Setup Requirements
- ⚠️Requires Node.js 18.0.0 or higher.
- ⚠️Windows users requiring Chrome session syncing (VSS) need to run a PowerShell script (`sync-cookies-vss.ps1`) with Administrator privileges once.
- ⚠️Chrome v127+ App-Bound encryption may prevent automatic cookie transfer from your real Chrome profile to HydraSpecter's `pool-0`. Manual login into HydraSpecter's `pool-0` (visible mode) and subsequent syncing to other pools via `scripts/sync-pools.ps1` will be necessary for persistent sessions on such domains.
- ⚠️The default headless mode for anti-detection features is `false` (visible browser), which can consume more system resources.
Verified SafeView Analysis
GitHub_MCP_Server
by SPerekrestova
Provides Model Context Protocol (MCP) access to GitHub documentation via API for AI agents.
Provides Model Context Protocol (MCP) access to GitHub documentation via API for AI agents.
Setup Requirements
- ⚠️Requires a GitHub Personal Access Token with 'repo', 'read:org', and 'read:user' scopes.
- ⚠️Docker must be installed, or a Python environment with dependencies must be set up.
- ⚠️Requires manual configuration in Claude Desktop's 'claude_desktop_config.json' file.
Verified SafeView Analysis
MCP-rag-with-Chromadb
by rexnzm
Retrieval-Augmented Generation (RAG) server for multi-format document ingestion and vector database integration, supporting Ollama or OpenAI embeddings.
Retrieval-Augmented Generation (RAG) server for multi-format document ingestion and vector database integration, supporting Ollama or OpenAI embeddings.
Setup Requirements
- ⚠️Requires Python >= 3.13 (as per pyproject.toml).
- ⚠️Requires either an OpenAI API Key (which is a paid service and needs internet access, set via OPENAI_API_KEY) OR a local Ollama server running (which requires installing Ollama, downloading an embedding model like nomic-embed-text, and approximately 4GB of RAM, set via OLLAMA_BASE_URL and OLLAMA_EMBED_MODEL).
- ⚠️The official setup guide in the README (downloading executables from raw GitHub links) is a critical security risk and should not be followed.
Review RequiredView Analysis
notes-taker-mcp-server-app
by abhihm19
A server-side application designed for taking and managing notes, likely providing an API for client applications.
A server-side application designed for taking and managing notes, likely providing an API for client applications.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK) installed to build and run.
- ⚠️Likely requires a database (e.g., H2, MySQL, PostgreSQL) setup and configuration for data persistence.
- ⚠️No README file; detailed setup instructions, configuration specifics, and API documentation will need to be inferred from the `pom.xml` and source code.
Verified SafeView Analysis
NotesMCPServer
by AnuragRanjan2003
This server provides a simple API for managing notes, allowing users to add, retrieve, update, and delete notes in an in-memory storage.
This server provides a simple API for managing notes, allowing users to add, retrieve, update, and delete notes in an in-memory storage.
Setup Requirements
- ⚠️Requires Python 3.13+
- ⚠️Requires 'mcp[cli]' package (version >= 1.22.0)
Verified SafeView Analysis
aws-mcp-server-devops-ai
by saifeezibrahim
Enables AI assistants to execute AWS CLI commands and access AWS resource context via the Model Context Protocol (MCP).
Enables AI assistants to execute AWS CLI commands and access AWS resource context via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires AWS credentials configured on the host machine (via ~/.aws files or environment variables).
- ⚠️Docker is the strongly recommended deployment method for security and reliability (or Python 3.13+ and AWS CLI installed locally).
- ⚠️Requires `uv` or `pip` for dependency management if running natively.
Verified SafeView Analysis
Code-Tools
by carloshenriquecarniatto
A set of developer utilities for analyzing .NET codebases, including dead code detection and other analysis tools.
A set of developer utilities for analyzing .NET codebases, including dead code detection and other analysis tools.
Setup Requirements
- ⚠️Requires .NET 10.0 SDK for the main application.
- ⚠️Requires Node.js 20+ and npm for CI/CD and release automation tooling.
- ⚠️The release workflow requires a GitHub token with 'contents: write' permissions, which may conflict with strict branch protection rules (solutions are provided in README).
Verified SafeView Analysis
blbl-mcp-server
by Mist-wu
This MCP server provides a tool to search for users on Bilibili using the Bilibili API.
This MCP server provides a tool to search for users on Bilibili using the Bilibili API.
Setup Requirements
- ⚠️Python 3.12+ required
Verified SafeView Analysis
mcp-server-test
by johanbolofsson
This server exposes historical Champions League winners data via an MCP (Model Context Protocol) interface, allowing AI clients like Claude for Desktop to query sports results.
This server exposes historical Champions League winners data via an MCP (Model Context Protocol) interface, allowing AI clients like Claude for Desktop to query sports results.
Setup Requirements
- ⚠️Requires .NET 8 SDK or higher
- ⚠️Requires an MCP client (e.g., Claude for Desktop) for interaction
- ⚠️Manual configuration of the absolute project path is needed in the MCP client's config file
Verified SafeView Analysis
test-remote-mcp-server
by yadavatul868
This server provides a simple remote API for basic arithmetic operations and random number generation using the FastMCP framework.
This server provides a simple remote API for basic arithmetic operations and random number generation using the FastMCP framework.
Setup Requirements
- ⚠️Requires Python 3.13 or newer
Verified SafeView Analysis
codereview_mcp_server
by alexcpn
Provides an MCP server for code review, offering tools to analyze Python, Go, and C++ GitHub repositories via AST parsing.
Provides an MCP server for code review, offering tools to analyze Python, Go, and C++ GitHub repositories via AST parsing.
Setup Requirements
- ⚠️Requires `uv` package manager.
- ⚠️Requires local git client installed.
- ⚠️Requires Python version 3.10 or 3.11.
- ⚠️Requires internet access to clone GitHub repositories.