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Vetted Servers(8554)
MCP-LocalFileResource-Server
by pugazhmukilan
The server provides LLMs and MCP clients with a standardized way to access, search, and process local files, including text, code, and PDFs, through Model Context Protocol resources and tools.
The server provides LLMs and MCP clients with a standardized way to access, search, and process local files, including text, code, and PDFs, through Model Context Protocol resources and tools.
Setup Requirements
- ⚠️Requires Python 3.10+ (pyproject.toml specifies this, contradicting README's 3.8+).
- ⚠️Requires the `FILE_PATH` environment variable to be set, pointing to the target local directory for file operations.
- ⚠️Dependencies `mcp` and `pymupdf` must be installed (`pip install mcp pymupdf`).
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mcp-server-incubator
by hyperf
Provides an annotation-driven, high-performance Model Context Protocol (MCP) server implementation built on the Hyperf framework, supporting tools, prompts, resources, and Redis-backed session management.
Provides an annotation-driven, high-performance Model Context Protocol (MCP) server implementation built on the Hyperf framework, supporting tools, prompts, resources, and Redis-backed session management.
Setup Requirements
- ⚠️Requires Hyperf Framework: This is a library designed for integration into an existing or new Hyperf application, not a standalone executable.
- ⚠️Redis Server Required for Sessions: The default session manager (RedisSessionManager) requires a running Redis instance configured in the Hyperf application.
- ⚠️Authentication is Disabled by Default: For any production or secure environment, users *must* implement and configure a custom AuthenticatorInterface as the provided NullAuthenticator offers no security.
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SCB-MCP
by KSAklfszf921
Provides AI assistants and LLMs with structured access to official Swedish statistics and data from Statistics Sweden (SCB) for querying, retrieval, and analysis.
Provides AI assistants and LLMs with structured access to official Swedish statistics and data from Statistics Sweden (SCB) for querying, retrieval, and analysis.
Setup Requirements
- ⚠️Optimal search performance requires using Swedish search terms for best results.
- ⚠️Local installation requires Node.js version 18.0.0 or higher.
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openmarkets
by danchev
Provides a Model Context Protocol (MCP) server for agentic retrieval of financial market data from Yahoo Finance, facilitating integration with LLMs and AI applications.
Provides a Model Context Protocol (MCP) server for agentic retrieval of financial market data from Yahoo Finance, facilitating integration with LLMs and AI applications.
Setup Requirements
- ⚠️Requires Python 3.10 or newer.
- ⚠️Requires `uvx` (or `uv`) for simplified installation and execution, as described in the README.
- ⚠️Relies on Yahoo Finance for data, which may impose rate limits or IP blocking for excessive requests.
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argo-watcher-mcp
by shini4i
Exposes Argo Watcher deployment history via the Model Context Protocol (MCP) to allow AI agents and other clients to query deployment data.
Exposes Argo Watcher deployment history via the Model Context Protocol (MCP) to allow AI agents and other clients to query deployment data.
Setup Requirements
- ⚠️Requires a running instance of Argo Watcher as an upstream dependency.
- ⚠️Requires Go 1.25+ for local development and building.
- ⚠️The `ARGO_WATCHER_URL` environment variable is mandatory.
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Cognio
by Thianvelaz
Cognio is a lightweight server designed to provide persistent semantic memory for AI systems, enabling them to remember information across conversations for more engaging interactions.
Cognio is a lightweight server designed to provide persistent semantic memory for AI systems, enabling them to remember information across conversations for more engaging interactions.
Setup Requirements
- ⚠️Requires Python 3.11 or higher.
- ⚠️Requires ~1.1GB embedding model download on first run, which takes approximately 30 seconds.
- ⚠️Minimum 2GB RAM recommended.
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CasualMarket
by sacahan
A Taiwan stock trading MCP server providing real-time stock prices, financial analysis, market data, and simulated trading.
A Taiwan stock trading MCP server providing real-time stock prices, financial analysis, market data, and simulated trading.
Setup Requirements
- ⚠️Requires Python 3.12+
- ⚠️Requires the `uv` package manager for `uvx` execution.
- ⚠️The local SQLite database (`twse_securities.db`) needs to be present and potentially populated by the scraper if not using a pre-built image/volume.
- ⚠️SSL certificate verification is disabled in the `OpenAPIClient` (`verify=False`), which poses a security risk.
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mollie-mcp
by hreinberger
This MCP server enables large language models to interact with the Mollie API for payment information retrieval and payment link creation.
This MCP server enables large language models to interact with the Mollie API for payment information retrieval and payment link creation.
Setup Requirements
- ⚠️Requires a Mollie API Key (test or live).
- ⚠️Requires an MCP-compatible client (e.g., Open Web UI, GitHub Copilot) to be useful.
- ⚠️The Docker Compose example relies on Docker Desktop and a locally running Ollama instance.
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vibes
by jonhill90
Vibes transforms Claude Desktop into a conversational development environment through distributed MCP servers, allowing users to describe what they want to build and have Claude implement it while teaching them.
Vibes transforms Claude Desktop into a conversational development environment through distributed MCP servers, allowing users to describe what they want to build and have Claude implement it while teaching them.
Setup Requirements
- ⚠️Requires Docker Desktop for running MCP servers and managing containers.
- ⚠️Requires Claude Desktop as the primary interface for the conversational development environment.
- ⚠️Utilizing the OpenAI Codex CLI features (for dual-agent workflows) requires an OpenAI account and potentially API keys (paid models may apply), with authentication via 'codex login'.
- ⚠️Requires Python 3.11+ for backend components and agent logic.
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Thomisidae
by u8array
This server provides controlled web access (fetching URLs, extracting links, performing Google searches) to any MCP-compatible LLM client.
This server provides controlled web access (fetching URLs, extracting links, performing Google searches) to any MCP-compatible LLM client.
Setup Requirements
- ⚠️Google Search requires a Google API key and Custom Search Engine ID, which need to be obtained from Google Cloud and configured.
- ⚠️The 'readability' extraction mode for `fetch_url_text` requires building the server with the `--features readability` flag.
- ⚠️Requires Rust toolchain to build from source, or downloading pre-built binaries for your specific OS.
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mcp-streamable-http-server
by nunaszek
A development template for creating StreamableHttp services with flexible authentication, dynamic service registration, customizable middleware, and YAML-based tool configuration.
A development template for creating StreamableHttp services with flexible authentication, dynamic service registration, customizable middleware, and YAML-based tool configuration.
Setup Requirements
- ⚠️Authentication is effectively disabled due to a placeholder `_verify_token` method in `AuthorizeMiddleware` always returning true. This requires immediate implementation for any secure deployment.
- ⚠️Requires Python 3.10+.
- ⚠️A database (default SQLite) is used for session and API key management, with its URL configured via `DATABASE_URL` environment variable.
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unified-thinking
by quanticsoul4772
A Model Context Protocol (MCP) server that consolidates multiple cognitive thinking patterns into a single Go-based implementation with 85 specialized reasoning tools for enhanced problem-solving and AI integration.
A Model Context Protocol (MCP) server that consolidates multiple cognitive thinking patterns into a single Go-based implementation with 85 specialized reasoning tools for enhanced problem-solving and AI integration.
Setup Requirements
- ⚠️Requires Voyage AI API Key (Paid, but free tier available)
- ⚠️Requires Anthropic API Key (Paid)
- ⚠️Requires a running Neo4j database instance (Can be self-hosted or cloud-based)
- ⚠️Designed to run as an extension for 'Claude Desktop', not a standalone HTTP API server