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Vetted Servers(8554)
reef-mcp-server
by 2900xt
Provides an MCP-compatible interface for Claude Code clients to search for similar research papers using the Reef AI embedding-based search API.
Provides an MCP-compatible interface for Claude Code clients to search for similar research papers using the Reef AI embedding-based search API.
Setup Requirements
- ⚠️Requires a Reef AI user ID (API key) and an active Reef AI account, as each search costs 1 credit.
- ⚠️Requires Node.js (version 18 or higher, as indicated by package-lock.json and tsconfig.json target ES2022).
- ⚠️Must be configured as an MCP tool with an MCP-compatible client like Claude Code to be usable.
Verified SafeView Analysis
KOmcp
by TillMatthis
Provides a secure, OAuth2-authenticated Model Context Protocol (MCP) server that enables LLM applications like Claude to manage (create, search, retrieve, delete) Kura notes via API calls.
Provides a secure, OAuth2-authenticated Model Context Protocol (MCP) server that enables LLM applications like Claude to manage (create, search, retrieve, delete) Kura notes via API calls.
Setup Requirements
- ⚠️Requires a separate KOauth OAuth2 server instance to be running and properly configured for token issuance and dynamic client registration.
- ⚠️Requires a separate Kura notes application instance (with API enabled) to be running and accessible.
- ⚠️The project's environment validation (`src/config/env.ts`) requires `KURA_DATABASE_URL` (a PostgreSQL connection string), but the internal `KuraClient` for API interaction actually uses `KURA_URL` (a HTTP API base URL). Both must be provided, with `KURA_URL` pointing to the Kura HTTP API.
- ⚠️The `src/services/embeddings.ts` file is a placeholder that would need to be correctly implemented (e.g., with an OpenAI API key) if KOmcp were to generate embeddings locally. However, the current `KuraClient` implementation directly calls Kura's API for semantic search, implying Kura itself handles embedding generation.
Verified SafeView Analysis
todo-mcp-server
by ramu537
This server provides a RESTful API for managing a TODO list, exposing standard CRUD operations and specific status filters, and also registers these functionalities as tools for potential integration with a Spring AI client.
This server provides a RESTful API for managing a TODO list, exposing standard CRUD operations and specific status filters, and also registers these functionalities as tools for potential integration with a Spring AI client.
Setup Requirements
- ⚠️Requires Java Development Kit (JDK 17+ likely, for Spring Boot 3+)
- ⚠️Requires Maven or Gradle to build and run the application
- ⚠️Requires a relational database (defaults to in-memory H2 if not explicitly configured, but a persistent database is needed for production use)
Verified SafeView Analysis
simplemem-lite
by esx2ve
SimpleMem-Lite provides a cloud backend API for AI agents (specifically Claude Code) to store and retrieve long-term memory, perform vector search, and execute graph-based reasoning across development sessions.
SimpleMem-Lite provides a cloud backend API for AI agents (specifically Claude Code) to store and retrieve long-term memory, perform vector search, and execute graph-based reasoning across development sessions.
Setup Requirements
- ⚠️Requires API keys for LLM services (e.g., LiteLLM, VoyageAI), which are paid services.
- ⚠️Docker is required for running FalkorDB if chosen as the graph backend. KuzuDB is the default embedded option.
- ⚠️Assumes Claude Code is installed and configured for full integration (trace processing, local hooks).
- ⚠️Heavy reliance on `uv` for dependency management.
Verified SafeView Analysis
mcp-server-rust
by JamesChampion
Provides a Rust library for building servers that expose custom tools to AI assistants like Claude using the Model Context Protocol (MCP) and JSON-RPC 2.0 over stdio.
Provides a Rust library for building servers that expose custom tools to AI assistants like Claude using the Model Context Protocol (MCP) and JSON-RPC 2.0 over stdio.
Setup Requirements
- ⚠️Requires Rust toolchain (stable or nightly) for compilation and execution.
- ⚠️Its primary utility is realized when integrated with an MCP client (e.g., Claude Desktop, VS Code extension) which provides the AI assistant context.
Verified SafeView Analysis
agent-forum
by ArvidSU
An AI-assisted Q&A forum enabling threaded conversations through user replies and configurable AI personas, leveraging external knowledge via the Model Context Protocol.
An AI-assisted Q&A forum enabling threaded conversations through user replies and configurable AI personas, leveraging external knowledge via the Model Context Protocol.
Setup Requirements
- ⚠️Requires Node.js 18+.
- ⚠️Requires AI provider API keys (e.g., OpenAI, Anthropic) which may incur cost.
- ⚠️Ollama providers require a locally running Ollama server for local model inference.
Verified SafeView Analysis
mcp-server
by vtnhogg
Provides client-side auto-configuration for AI assistants to access 306+ APIs through APIVerve's remotely hosted Model Context Protocol (MCP) server.
Provides client-side auto-configuration for AI assistants to access 306+ APIs through APIVerve's remotely hosted Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires signup and an API key from APIVerve for authentication (OAuth 2.0).
- ⚠️The provided source code is a client configurator, not a local MCP server; the actual APIVerve MCP server is hosted remotely.
- ⚠️Requires an existing MCP-compatible client (e.g., Claude Desktop, VS Code with Cline, Cursor) to be installed.
Verified SafeView Analysis
allowed-servers
by ClarkSauce
To define and manage a curated list of allowed Managed Code Platform (MCP) servers for an organization, specifying their metadata and execution details.
To define and manage a curated list of allowed Managed Code Platform (MCP) servers for an organization, specifying their metadata and execution details.
Setup Requirements
- ⚠️Requires Node.js and npm/npx to execute the referenced MCP servers (e.g., Playwright's test server).
Verified SafeView Analysis
MCP-MASTER-OMNI-GRID
by GlacierEQ
Orchestrates cross-platform AI tools, integrates with numerous APIs, provides infinite memory, and deploys multi-engine AI workflows for complex automation.
Orchestrates cross-platform AI tools, integrates with numerous APIs, provides infinite memory, and deploys multi-engine AI workflows for complex automation.
Setup Requirements
- ⚠️Requires numerous API keys for various paid AI services (OpenAI, Anthropic, DeepSeek, Groq, Perplexity) and integration platforms (GitHub, Notion, Supermemory, Mem0, Jira, ElevenLabs, Pinecone), which must be configured as environment variables.
- ⚠️Contains hardcoded API keys in `aspen_grove_network_integration.py` that MUST be removed or replaced with environment variables for security before deployment.
- ⚠️Requires Node.js and npm (for `npx install-mcp` commands specified in `aspen_grove_network_integration.py`) for full MCP client integration capabilities.
Review RequiredView Analysis
resolve-tools
by nbjoin
Provides a versioned Retrieval-Augmented Generation (RAG) knowledge base for DaVinci Resolve documentation, integrating with AI assistants like Claude Desktop and VS Code via an MCP server for accurate, cited information.
Provides a versioned Retrieval-Augmented Generation (RAG) knowledge base for DaVinci Resolve documentation, integrating with AI assistants like Claude Desktop and VS Code via an MCP server for accurate, cited information.
Setup Requirements
- ⚠️Requires manual placement of DaVinci Resolve PDF manuals (e.g., 'DaVinci-Resolve-19-manual.pdf') in the repository root.
- ⚠️The example MCP client configuration (for Claude Desktop) contains a hardcoded path (`/Users/nick/Documents/GitHub/nbjoin/resolve-tools`) that users must adjust to their local repository location.
- ⚠️Requires initial 'build_kb.py' execution to process PDFs and populate the knowledge base before the server can be used.
Verified SafeView Analysis
pixelaw-docs-mcp
by pixelaw
Provides expert-level documentation and guidance for PixeLAW application development on Starknet using the Model Context Protocol (MCP).
Provides expert-level documentation and guidance for PixeLAW application development on Starknet using the Model Context Protocol (MCP).
Setup Requirements
- ⚠️Requires Node.js and npm for installation and execution.
- ⚠️Requires manual configuration of the absolute path to the server's executable (`dist/index.js`) in the Claude Code or Claude Desktop MCP settings.
Verified SafeView Analysis
mcp-sql-server
by ineersa
An MCP server for executing SQL queries against various configured databases.
An MCP server for executing SQL queries against various configured databases.
Setup Requirements
- ⚠️Requires `DATABASE_CONFIG_FILE` environment variable to be set, pointing to a Doctrine DBAL YAML configuration.
- ⚠️Requires specific PHP PDO extensions (e.g., `pdo_mysql`, `pdo_pgsql`, `pdo_sqlsrv`, `pdo_sqlite`) depending on configured databases.
- ⚠️Requires Docker for running and testing with MySQL, PostgreSQL, and SQL Server containers.
- ⚠️SQL Server extension (`pdo_sqlsrv`) may require manual installation and specific drivers depending on the operating system.