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Vetted Servers(8554)
GITHUB-MCP-SERVER-CONNECT
by Viky11992
Unable to determine without source code for analysis. The repository name 'MCP-SERVER-CONNECT' suggests it might relate to connecting to a server, potentially for a game or specific protocol.
Unable to determine without source code for analysis. The repository name 'MCP-SERVER-CONNECT' suggests it might relate to connecting to a server, potentially for a game or specific protocol.
Setup Requirements
- ⚠️No source code provided for analysis, therefore specific requirements or friction points cannot be identified.
Review RequiredView Analysis
timelines-mcp
by Haervwe
Provides an MCP server for LLMs to manage and maintain coherent time-dependent narratives including timelines, events, and characters.
Provides an MCP server for LLMs to manage and maintain coherent time-dependent narratives including timelines, events, and characters.
Setup Requirements
- ⚠️Requires Python 3.12 or newer.
- ⚠️PostgreSQL and Qdrant database adapters are 'not yet implemented' (raises NotImplementedError), limiting production database choices to SQLite and ChromaDB at this stage.
- ⚠️For running setup/test scripts using `uv run`, `uv` must be installed globally (e.g., `pip install uv`).
Verified SafeView Analysis
kex
by mew-ton
Kex functions as a librarian tool for AI agents and humans, providing keyword-indexed coding guidelines and documentation to AI agents on demand to optimize context and reduce token usage during development.
Kex functions as a librarian tool for AI agents and humans, providing keyword-indexed coding guidelines and documentation to AI agents on demand to optimize context and reduce token usage during development.
Setup Requirements
- ⚠️Requires Go 1.25+ to be installed for installation via `go install`.
- ⚠️Requires a compatible AI agent/editor (e.g., Claude Desktop/VSCode, Claude Code) with MCP client setup to fully utilize its features.
- ⚠️If using remote references or the central repository use case, it depends on a static site host (e.g., GitHub Pages) for serving generated content.
Verified SafeView Analysis
claude-config-editor
by Genusboragosirharoldwalterkroto654
A local web-based GUI tool to clean, optimize, and manage Claude AI configuration files (e.g., chat histories, project sizes, server configurations).
A local web-based GUI tool to clean, optimize, and manage Claude AI configuration files (e.g., chat histories, project sizes, server configurations).
Setup Requirements
- ⚠️Requires Python 3 to run.
- ⚠️Requires an existing Claude Code or Claude Desktop configuration file to be useful.
Verified SafeView Analysis
gemini-cli-artilect
by ToxicFartCloud
Transforms the Gemini CLI into an expert Software Architect, enforcing rigorous engineering standards and providing deep technical guidance based on a curated knowledge library.
Transforms the Gemini CLI into an expert Software Architect, enforcing rigorous engineering standards and providing deep technical guidance based on a curated knowledge library.
Setup Requirements
- ⚠️Requires Node.js installed to run the local knowledge base server.
Verified SafeView Analysis
image-research-assistant
by BrianLusina
An image research assistant that uses modular services for vision and Wikipedia lookups to answer user queries.
An image research assistant that uses modular services for vision and Wikipedia lookups to answer user queries.
Setup Requirements
- ⚠️Requires `GOOGLE_GEMINI_API_KEY` (a paid service) to function.
- ⚠️Requires Python 3.13 or newer (as per `pyproject.toml`).
- ⚠️The Gradio web UI launches on `0.0.0.0` and should be run in a controlled environment or behind a proxy for production to mitigate exposure.
Review RequiredView Analysis
video-transcriber-mcp
by nhatvu148
Provides an MCP server to transcribe videos from URLs (1000+ platforms) or local files using OpenAI's Whisper model, generating transcripts in TXT, JSON, and Markdown formats.
Provides an MCP server to transcribe videos from URLs (1000+ platforms) or local files using OpenAI's Whisper model, generating transcripts in TXT, JSON, and Markdown formats.
Setup Requirements
- ⚠️Requires external system dependencies (yt-dlp, openai-whisper, ffmpeg) to be manually installed on the host system.
- ⚠️Installation instructions for dependencies are platform-specific (macOS, Linux, Windows) and involve various package managers (brew, apt, pip, winget, choco).
- ⚠️The 'openai-whisper' dependency necessitates a Python installation with 'pip' available on the system.
Verified SafeView Analysis
qiq-mcp-server
by quickitquote
A custom JSON-RPC 2.0 WebSocket/HTTP server designed for OpenAI Agent Builder, providing specialized tools like Typesense search and QIQ scoring.
A custom JSON-RPC 2.0 WebSocket/HTTP server designed for OpenAI Agent Builder, providing specialized tools like Typesense search and QIQ scoring.
Setup Requirements
- ⚠️Requires `MCP_TOKEN` for server authentication.
- ⚠️Requires a Typesense account and associated API keys (`TYPESENSE_HOST`, `TYPESENSE_SEARCH_ONLY_KEY`, `TYPESENSE_COLLECTION`, etc.) if the `typesense_search` tool is enabled.
- ⚠️Requires Node.js (version 18+ recommended by project dependencies).
Review RequiredView Analysis
mcp-server
by itsalaz
This server uses the Model Context Protocol (MCP) SDK to define and expose two tools and two static resources, primarily for fetching mock weather data and tracking packages, communicating via standard I/O.
This server uses the Model Context Protocol (MCP) SDK to define and expose two tools and two static resources, primarily for fetching mock weather data and tracking packages, communicating via standard I/O.
Setup Requirements
- ⚠️Requires Node.js runtime (v18+ recommended)
- ⚠️Requires TypeScript compilation before execution (e.g., `tsc server.ts` to generate `server.js`)
Verified SafeView Analysis
mcp-server-with-authentication
by Gnanesh09
This server provides authenticated API endpoints for a 'Notes app' using the FastMCP framework, leveraging Stytch for bearer token authentication.
This server provides authenticated API endpoints for a 'Notes app' using the FastMCP framework, leveraging Stytch for bearer token authentication.
Setup Requirements
- ⚠️Requires `STYTCH_DOMAIN` and `STYTCH_PROJECT_ID` environment variables to be configured for authentication to function.
- ⚠️Requires Python 3.11 or newer.
Verified SafeView Analysis
EasyMCP
by klogdog
A Docker-native server factory that automatically builds, configures, and deploys Model Context Protocol (MCP) servers from user-defined tools and connectors in TypeScript or Python.
A Docker-native server factory that automatically builds, configures, and deploys Model Context Protocol (MCP) servers from user-defined tools and connectors in TypeScript or Python.
Setup Requirements
- ⚠️Requires Docker 20.10+ (with `--privileged` access to host Docker daemon for generator)
- ⚠️Requires Node.js 20+ and npm 9+
- ⚠️Requires Python 3.8+ if using Python-based tools or connectors
- ⚠️OpenAI API Key (Paid) is often required for advanced AI/ML tools/connectors like translation or classification beyond basic mock functionality.
Review RequiredView Analysis
supabase-mcp-server
by ohadbenami
Provides a Model Context Protocol (MCP) server to integrate Supabase databases with Claude, enabling CRUD operations, custom SQL queries, and real-time data management.
Provides a Model Context Protocol (MCP) server to integrate Supabase databases with Claude, enabling CRUD operations, custom SQL queries, and real-time data management.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires a Supabase account and project.
- ⚠️Requires `SUPABASE_URL` and `SUPABASE_API_KEY` to be set as environment variables.