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Vetted Servers(9120)
chromadb-remote-mcp
by meloncafe
Provides remote, authenticated access to ChromaDB for AI assistants like Claude, enabling semantic search and vector database operations from various platforms and locations.
Provides remote, authenticated access to ChromaDB for AI assistants like Claude, enabling semantic search and vector database operations from various platforms and locations.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for recommended installation and full stack operation (ChromaDB + MCP server).
- ⚠️Requires `MCP_AUTH_TOKEN` to be configured as a strong, randomly generated token for public internet access (e.g., via Tailscale Funnel or Cloudflare Tunnel); authentication is disabled by default if not set.
- ⚠️A running ChromaDB instance is required, which is automatically provisioned when using Docker Compose.
Verified SafeView Analysis
NixSearch.NET
by playday3008
Enables AI assistants to search and explore NixOS packages, options, and flakes by integrating with the search.nixos.org Elasticsearch backend via the Model Context Protocol (MCP).
Enables AI assistants to search and explore NixOS packages, options, and flakes by integrating with the search.nixos.org Elasticsearch backend via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires .NET 9.0 SDK or later for building and running.
- ⚠️For AWS Lambda deployment of the MCP server, AWS CLI must be configured.
Verified SafeView Analysis
mcp-server-cortex
by gbrigandi
This server acts as a bridge, exposing Cortex threat intelligence analysis capabilities as tools consumable by Model Context Protocol (MCP) clients, such as large language models (LLMs).
This server acts as a bridge, exposing Cortex threat intelligence analysis capabilities as tools consumable by Model Context Protocol (MCP) clients, such as large language models (LLMs).
Setup Requirements
- ⚠️Requires a separate, running Cortex instance with network access from this server.
- ⚠️Requires a Cortex API key with permissions to list analyzers and run jobs.
- ⚠️Specific Cortex analyzers (e.g., AbuseIPDB, VirusTotal, Urlscan.io, AbuseFinder) must be enabled and correctly configured within the Cortex instance, often requiring their own external API keys.
- ⚠️Requires the Rust toolchain installed to build from source (pre-compiled binaries are available).
Verified SafeView Analysis
opentargets-mcp
by nickzren
Serves as a Model Context Protocol (MCP) server exposing the Open Targets Platform GraphQL API as a set of structured tools for AI agents and other MCP-compatible clients to access biomedical data.
Serves as a Model Context Protocol (MCP) server exposing the Open Targets Platform GraphQL API as a set of structured tools for AI agents and other MCP-compatible clients to access biomedical data.
Setup Requirements
- ⚠️Requires Python 3.12+.
- ⚠️The 'thefuzz' library is optional; without it, the 'search_suggestions' tool will not function.
- ⚠️Requires external network access to the Open Targets Platform GraphQL API (api.platform.opentargets.org by default).
Verified SafeView Analysis
ssl-mcp-server
by GitHub30
Provides an MCP server for performing SSL certificate operations like retrieval, generation, and parsing.
Provides an MCP server for performing SSL certificate operations like retrieval, generation, and parsing.
Setup Requirements
- ⚠️Requires Python environment setup with specific dependencies (fastmcp, pyopenssl, cryptography).
- ⚠️Requires outbound internet access for the `get_certificate_and_chain` tool to fetch remote certificates.
Verified SafeView Analysis
n2n-nexus
by n2ns
A local digital asset hub designed for multi-AI assistant collaboration, integrating real-time meeting rooms with structured asset vaults for project management.
A local digital asset hub designed for multi-AI assistant collaboration, integrating real-time meeting rooms with structured asset vaults for project management.
Setup Requirements
- ⚠️Requires Node.js >= 18.0.0.
- ⚠️The `better-sqlite3` native module is preferred for concurrent multi-IDE environments. If it fails to install, the server will fall back to a single-process JSON storage mode, limiting concurrency.
Verified SafeView Analysis
memory-mcp
by JamesANZ
Provides persistent memory and intelligent context window caching for LLM conversations within AI coding environments.
Provides persistent memory and intelligent context window caching for LLM conversations within AI coding environments.
Setup Requirements
- ⚠️Requires Node.js 18+ and npm installed.
- ⚠️Requires a running MongoDB instance (defaults to 'mongodb://localhost:27017', but custom URI needs to be set via MONGODB_URI environment variable).
- ⚠️Manual setup for Claude Desktop involves editing a JSON config file or running an automated script that modifies the config.
Verified SafeView Analysis
doit-mcp-server
by doitintl
Provides a Model Context Protocol (MCP) interface to the DoiT API, allowing Large Language Models (LLMs) to access and analyze cloud cost data, anomalies, reports, invoices, and support tickets for troubleshooting and analysis.
Provides a Model Context Protocol (MCP) interface to the DoiT API, allowing Large Language Models (LLMs) to access and analyze cloud cost data, anomalies, reports, invoices, and support tickets for troubleshooting and analysis.
Setup Requirements
- ⚠️Requires a DoiT API Key with appropriate permissions for authentication.
- ⚠️Deployment to Cloudflare Workers involves creating and configuring KV Namespace and Durable Object bindings using the `wrangler` CLI.
- ⚠️Requires Node.js v18 or higher for local development and deployment tools.
Verified SafeView Analysis
data-commons-mcp
by EOSC-Data-Commons
A server that facilitates natural language search for open-access scientific datasets and tools using a Large Language Model (LLM) and the Model Context Protocol (MCP).
A server that facilitates natural language search for open-access scientific datasets and tools using a Large Language Model (LLM) and the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires access to a pre-indexed OpenSearch instance.
- ⚠️Requires API keys for at least one LLM provider (e.g., e-INFRA CZ, Mistral.ai, OpenRouter), which are typically paid services.
- ⚠️The frontend web application must be built and manually copied into the server's `src/data_commons_search/webapp` directory, introducing an additional setup step.
Verified SafeView Analysis
deep-research-mcp
by ali-kh7
Facilitates comprehensive web research and data aggregation from diverse sources using Tavily APIs to generate structured information for LLM-powered markdown documentation.
Facilitates comprehensive web research and data aggregation from diverse sources using Tavily APIs to generate structured information for LLM-powered markdown documentation.
Setup Requirements
- ⚠️Requires TAVILY_API_KEY environment variable (Tavily is a paid service).
- ⚠️Requires Node.js version 18.0.0 or higher.
- ⚠️Hardware acceleration (WebGPU) is an optional feature and requires compatible hardware/OS for functionality.
Verified SafeView Analysis
mcp-k6
by grafana
The mcp-k6 server provides an experimental Model Context Protocol (MCP) interface for k6, enabling script validation, test execution, documentation browsing, and guided script generation for performance testing workflows.
The mcp-k6 server provides an experimental Model Context Protocol (MCP) interface for k6, enabling script validation, test execution, documentation browsing, and guided script generation for performance testing workflows.
Setup Requirements
- ⚠️Requires 'k6' executable to be installed and available in the system's PATH.
- ⚠️Requires Docker for the recommended installation method.
- ⚠️Initial setup (native or Docker without pre-pulled image) requires internet access to clone git repositories for documentation and type definitions.
Verified SafeView Analysis
ultrasharp-tools-mcp
by faxenoff
Provides AI agents with semantic analysis and modification capabilities for C# codebases using Roslyn.
Provides AI agents with semantic analysis and modification capabilities for C# codebases using Roslyn.
Setup Requirements
- ⚠️.NET 10 SDK and C++ build tools (for Windows Native AOT) or Clang (for Linux Native AOT) are required for building.
- ⚠️Docker (for TEI) or Ollama (for local LLMs/embeddings) is required for full semantic capabilities.
- ⚠️The `claude_desktop_config.json` requires specific path formatting with double backslashes (`\\`).