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Vetted Servers(9120)
tos-bridge
by No-Smoke
Bridges Claude Desktop/Code to a VPS-hosted Token Optimization System using Qdrant (vector database) and Neo4j (knowledge graph) for graph-enhanced search and document management.
Bridges Claude Desktop/Code to a VPS-hosted Token Optimization System using Qdrant (vector database) and Neo4j (knowledge graph) for graph-enhanced search and document management.
Setup Requirements
- ⚠️Requires a running Ollama server for embedding generation.
- ⚠️Requires a running Qdrant server for vector storage.
- ⚠️Requires a running Neo4j server for graph storage and traversal.
- ⚠️Requires Python 3.10 or newer.
Verified SafeView Analysis
MCP-Agent
by jamespani1
An AI agent designed to interact with and utilize tools provided by a custom-built MCP (Multi-Component Platform) server.
An AI agent designed to interact with and utilize tools provided by a custom-built MCP (Multi-Component Platform) server.
Setup Requirements
- ⚠️Requires a custom MCP server instance (likely `mcp_server.py`) to be running before the agent client can connect.
- ⚠️Dependencies listed in `requirements.txt` must be installed (`pip install -r requirements.txt`).
Review RequiredView Analysis
cluster-insights-mcp-rs
by alpha-hack-program
Provides conversational AI access to Kubernetes cluster resource analysis and capacity planning for platform engineers, SREs, and developers.
Provides conversational AI access to Kubernetes cluster resource analysis and capacity planning for platform engineers, SREs, and developers.
Setup Requirements
- ⚠️Requires Rust 1.70+ and Cargo to build and run locally.
- ⚠️Requires Kubernetes cluster access with a valid `kubeconfig` configured for read-only RBAC permissions (get/list for nodes, pods, namespaces).
- ⚠️Requires `jq` for certain development scripts (like version sync), though not for server runtime.
Verified SafeView Analysis
miro-remote-mcp
by FlyAgileWithGiom
Enables Claude AI to programmatically create and manipulate Miro boards, facilitating complex visualization generation through natural language conversations.
Enables Claude AI to programmatically create and manipulate Miro boards, facilitating complex visualization generation through natural language conversations.
Setup Requirements
- ⚠️Requires a Miro OAuth application to be created with a Redirect URI configured (e.g., `http://localhost:3003/oauth/callback`) in both Miro settings and the server's configuration.
- ⚠️Miro OAuth2 tokens (access and refresh tokens) are required and expire, necessitating initial acquisition and potential reauthentication via the `npm run oauth` helper script.
- ⚠️Requires Node.js (version 16 or newer) and a TypeScript build (`npm run build`) before execution.
- ⚠️For Claude Desktop/Code, an absolute path to the compiled `dist/index.js` file must be configured, along with client credentials and tokens as environment variables.
Verified SafeView Analysis
mcp-example
by dyelland-lt
A Model Context Protocol (MCP) server that acts as a bridge between Claude Desktop and the Rick and Morty GraphQL API, demonstrating MCP functionality with HTTPS transport.
A Model Context Protocol (MCP) server that acts as a bridge between Claude Desktop and the Rick and Morty GraphQL API, demonstrating MCP functionality with HTTPS transport.
Setup Requirements
- ⚠️Requires Node.js and pnpm to be installed.
- ⚠️Requires `mkcert` for local SSL certificate generation (with OS-specific installation steps).
- ⚠️Requires `ngrok` (and a registered authtoken) for public access to connect with Claude Desktop remotely.
- ⚠️Claude Desktop requires a Pro, Max, Team, or Enterprise plan to use custom connectors.
- ⚠️Manual SSL certificate generation step `mkcert localhost 127.0.0.1 ::1`.
Verified SafeView Analysis
memory-mcp
by mhv2109
A Model Context Protocol (MCP) server that provides a SQLite-backed knowledge graph for persistent memory storage to AI clients like Claude.
A Model Context Protocol (MCP) server that provides a SQLite-backed knowledge graph for persistent memory storage to AI clients like Claude.
Setup Requirements
- ⚠️Requires Go 1.25.1 or later.
- ⚠️Node.js and npm are required to use the recommended MCP Inspector for interactive testing.
- ⚠️sqlc is required for generating Go code from SQL queries during development.
Verified SafeView Analysis
activity-2-MCP-server
by khushboosaini
Demonstrates a minimal server implementation using the `fastmcp` library with a FastAPI fallback for local testing and experimentation.
Demonstrates a minimal server implementation using the `fastmcp` library with a FastAPI fallback for local testing and experimentation.
Setup Requirements
- ⚠️The `fastmcp` library might require specific versions or API adaptations, as the example includes fallback logic and notes about matching the 'real library API'.
- ⚠️Relies on Python and `pip` for dependency management, requiring `requirements.txt` installation.
Verified SafeView Analysis
story-ui-mantine-live
by tpitre
This server acts as a backend for an AI-powered design system documentation and component generation tool, integrating with Storybook to create and modify UI components based on user prompts and design guidelines.
This server acts as a backend for an AI-powered design system documentation and component generation tool, integrating with Storybook to create and modify UI components based on user prompts and design guidelines.
Setup Requirements
- ⚠️Requires a running Storybook instance on port 6006 (or configured otherwise).
- ⚠️Requires the Story UI MCP server to be running, typically on port 4005 (or configured otherwise).
- ⚠️Assumes Caddy is installed and configured with the provided `Caddyfile` for reverse proxying.
- ⚠️Relies on an external AI provider (e.g., OpenAI, Anthropic, etc.) for code generation, which may incur costs.
Verified SafeView Analysis
rekall
by guthubrx
A local-first, personal knowledge management system for developers, designed to help recall bugs, patterns, and decisions, and integrate with AI assistants via the Model Context Protocol (MCP).
A local-first, personal knowledge management system for developers, designed to help recall bugs, patterns, and decisions, and integrate with AI assistants via the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Python 3.10+.
- ⚠️Semantic search (if enabled) triggers an initial ~90MB model download, requiring internet access.
- ⚠️Optional 'sqlcipher3-binary' dependency for database encryption.
- ⚠️Optional 'keyring' dependency for secure passphrase storage.
Verified SafeView Analysis
MCP
by JorgeDelAngel03
This server extends LLM capabilities by providing tools for impartial decision-making, weighted randomization, and data persistence of past decisions.
This server extends LLM capabilities by providing tools for impartial decision-making, weighted randomization, and data persistence of past decisions.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires the 'fastmcp' Python library
Verified SafeView Analysis
codex-validator-mcp
by synergy2test
Validates implementation plans for software development projects using AI, identifying architectural issues, missing dependencies, and best practice violations before code implementation.
Validates implementation plans for software development projects using AI, identifying architectural issues, missing dependencies, and best practice violations before code implementation.
Setup Requirements
- ⚠️Requires Node.js 20+.
- ⚠️Requires OpenAI Codex CLI (npm install -g @openai/codex) to be installed and authenticated (codex login).
- ⚠️Requires an OpenAI account with a Pro plan (for Codex CLI) or an OPENAI_API_KEY for fallback API calls.
- ⚠️Context7 API Key (optional, for higher rate limits on best practices lookups).
Verified SafeView Analysis
keevor-mysql-mcp-server
by KeeVor
Connects to a MySQL database to perform common operations like listing tables, describing tables, and executing SQL queries.
Connects to a MySQL database to perform common operations like listing tables, describing tables, and executing SQL queries.
Setup Requirements
- ⚠️Requires a running MySQL database instance.
- ⚠️Requires database connection credentials (DB_HOST, DB_PORT, DB_USER, DB_PASSWORD, DB_NAME) to be set as environment variables.
- ⚠️Relies on `uv` and `uvx` for installation and execution, which needs to be installed separately.