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Vetted Servers(9120)
domestique
by gesteves
Integrates fitness data from Intervals.icu, Whoop, and TrainerRoad into a unified MCP server for comprehensive analysis and workout management via AI agents.
Integrates fitness data from Intervals.icu, Whoop, and TrainerRoad into a unified MCP server for comprehensive analysis and workout management via AI agents.
Setup Requirements
- ⚠️Node.js 20+ is a prerequisite.
- ⚠️Intervals.icu API Key and Athlete ID are mandatory for core functionality.
- ⚠️Whoop integration requires a multi-step OAuth authorization process involving manual browser interaction and a Redis database for token storage and refresh management. Redis is a hard dependency for Whoop functionality.
- ⚠️TrainerRoad integration requires a private iCal calendar feed URL.
Verified SafeView Analysis
FastMCP_Samples
by sundar-nallalagappan
Orchestrating multi-protocol communication protocol (MCP) tool servers with various LLM agent frameworks for diverse task execution.
Orchestrating multi-protocol communication protocol (MCP) tool servers with various LLM agent frameworks for diverse task execution.
Setup Requirements
- ⚠️Requires the 'weatherserver.py' script to be run separately in the background for HTTP connections.
- ⚠️Requires API keys (e.g., GROQ_API_KEY, OPENAI_API_KEY) for LLM providers, which typically involve paid services.
- ⚠️Python 3.11 or higher is required as specified in 'pyproject.toml'.
Verified SafeView Analysis
sketch-engine-mcp-server
by ricCap
This server integrates Sketch Engine's corpus linguistics and text analysis tools with Claude AI, allowing users to perform complex linguistic research and language analysis directly through conversational prompts.
This server integrates Sketch Engine's corpus linguistics and text analysis tools with Claude AI, allowing users to perform complex linguistic research and language analysis directly through conversational prompts.
Setup Requirements
- ⚠️Requires a free Sketch Engine account to obtain an API key.
- ⚠️Requires manual download and execution of a standalone executable specific to the user's OS.
- ⚠️Requires manual editing of a specific Claude Desktop JSON configuration file to register the server and API key.
- ⚠️Requires Node.js >= 21.0.0 if building/running from source.
Verified SafeView Analysis
mcp-rag-server
by guvensoft
Provides a local Model Context Protocol (MCP) server that analyzes codebases and offers context-aware search and development tools to AI agents.
Provides a local Model Context Protocol (MCP) server that analyzes codebases and offers context-aware search and development tools to AI agents.
Setup Requirements
- ⚠️Python 3.9+ is required, and for the full-featured semantic engine (Sentence-Transformers + ChromaDB), additional Python packages (`sentence-transformers`, `chromadb`, `fastapi`, `uvicorn`) must be manually installed via pip. Without these, a less capable Node.js fallback engine is used.
- ⚠️Redis (e.g., Memurai on Windows) is implicitly recommended for the BullMQ job queue and QueryCache, adding an external dependency for enhanced indexing and performance.
- ⚠️The initial indexing process can be time-consuming for large codebases, though incremental indexing and a watcher are in place to manage updates.
Review RequiredView Analysis
cisco-mcp-server
by ine-content
A server for managing and interacting with Cisco IOS XE network devices, potentially leveraging an LLM (Claude) for intelligent automation, configuration, or query processing.
A server for managing and interacting with Cisco IOS XE network devices, potentially leveraging an LLM (Claude) for intelligent automation, configuration, or query processing.
Setup Requirements
- ⚠️Requires an Anthropic Claude API Key (a paid service) to be configured, likely within `claude_desktop_config.json` or via environment variables.
- ⚠️Requires access to one or more live Cisco IOS XE network devices for the server to manage or interact with.
- ⚠️Relies on environment variables defined in a `.env` file for configuration and credentials, which must be properly set up prior to execution.
Review RequiredView Analysis
langsmith-mcp-server-feedstock
by conda-forge
Provides a Managed Compute Platform (MCP) server for integrating with the Langsmith SDK.
Provides a Managed Compute Platform (MCP) server for integrating with the Langsmith SDK.
Setup Requirements
- ⚠️Requires Python 3.x (specific minor version derived from 'python_min' in recipe)
- ⚠️Intended for installation via Conda or Mamba
Verified SafeView Analysis
mcp-server-planton
by plantoncloud-inc
The Planton Cloud MCP Server enables AI agents to query, create, update, and delete cloud resources using user-scoped permissions via the Model Context Protocol (MCP).
The Planton Cloud MCP Server enables AI agents to query, create, update, and delete cloud resources using user-scoped permissions via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires a Planton Cloud API Key, obtained from the Planton Cloud Console, which is a critical setup step for all operations.
- ⚠️Specific Go version requirements (Go 1.24.7 in `go.mod`, Go 1.25 for Docker builds/CI/CD) and nuances with `go mod tidy` can be a friction point for local development environments.
- ⚠️Requires a compatible MCP client (e.g., Cursor, Claude Desktop, LangGraph) for interaction; it doesn't offer a direct web UI or basic CLI for general users to interact with its tools.
Verified SafeView Analysis
Dissect-mcp-server
by heejung0
This server exposes the Dissect digital forensics library as a Model Context Protocol (MCP) server, enabling MCP clients to extract and analyze various artifacts from disk images (E01, RAW, VMDK, etc.).
This server exposes the Dissect digital forensics library as a Model Context Protocol (MCP) server, enabling MCP clients to extract and analyze various artifacts from disk images (E01, RAW, VMDK, etc.).
Setup Requirements
- ⚠️Requires installation of Dissect binaries (`target-query`, `rdump`, `target-fs`, `acquire`) and their correct paths specified via environment variables (`DISSECT_TARGET_QUERY`, etc.).
- ⚠️Processing large disk images requires significant local storage and computational resources.
- ⚠️Output directories (`DISSECT_ACQUIRE_DIR`, `DISSECT_EXTRACT_DIR`) must have appropriate write permissions and sufficient space.
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orgbrain
by irab
Provides a Model Context Protocol (MCP) server for knowledge extraction and cross-repository analysis within multi-repository organizations.
Provides a Model Context Protocol (MCP) server for knowledge extraction and cross-repository analysis within multi-repository organizations.
Setup Requirements
- ⚠️Requires Node.js 18+ and pnpm.
- ⚠️Requires GitHub CLI (`gh`) to be installed and authenticated for `connect_org` functionality (`gh auth login`).
- ⚠️Relies on `git` and `gh` executables being in the system's PATH.
- ⚠️Tree-sitter parsers for Rust, Go, Python require native modules, which are expected to be available.
Verified SafeView Analysis
mcp-gdocs
by marcosremar
A document processing and conversion tool that facilitates operations between Markdown, PDF, and Google Docs, likely integrating LLMs for content correction and formatting.
A document processing and conversion tool that facilitates operations between Markdown, PDF, and Google Docs, likely integrating LLMs for content correction and formatting.
Setup Requirements
- ⚠️Requires Google API Key (may incur costs for high usage)
- ⚠️Requires LLM API Key (e.g., Claude, typically a paid service)
- ⚠️Potentially integrates with or requires the 'Cursor' development environment/tool
Verified SafeView Analysis
simple_remote_mcp_server
by shobhit743
Manages personal financial expenses by allowing users to add, list, and summarize expenditures with categorization via an API.
Manages personal financial expenses by allowing users to add, list, and summarize expenditures with categorization via an API.
Setup Requirements
- ⚠️Requires Python 3.13 or newer.
Verified SafeView Analysis
Pentest-mcp
by d01ki
Unified penetration testing toolkit for authorized systems, integrated with Claude Desktop.
Unified penetration testing toolkit for authorized systems, integrated with Claude Desktop.
Setup Requirements
- ⚠️Requires OpenAI API Key (Paid) for LLM agent functionality.
- ⚠️Docker is required for the recommended easy setup and server isolation.
- ⚠️Nmap must be installed on the host system (or within the Docker container for the unified server).