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Vetted Servers(9120)
mcp-server
by berkayinam
Provides an HTTP interface for the Model Context Protocol, offering basic tools and compatibility with `mcp-use` and `MCP Inspector`.
Provides an HTTP interface for the Model Context Protocol, offering basic tools and compatibility with `mcp-use` and `MCP Inspector`.
Setup Requirements
- ⚠️Python dependencies (via pip)
Verified SafeView Analysis
mcp-data-buffer-client
by fastbs
HTTP client for storing and retrieving binary/JSON data via tokens from an MCP Data Buffer server.
HTTP client for storing and retrieving binary/JSON data via tokens from an MCP Data Buffer server.
Setup Requirements
- ⚠️Requires a running instance of the MCP Data Buffer server.
- ⚠️An API token is required for most operations, obtained via `buffer-cli token:create` or similar.
- ⚠️The `cleanup` method requires admin scope authentication.
Verified SafeView Analysis
chessboardmagic-mcp
by HollowLeaf1981
Access user's chess repertoires and games, and retrieve TCEC and correspondence chess statistics and games for analysis within AI assistants.
Access user's chess repertoires and games, and retrieve TCEC and correspondence chess statistics and games for analysis within AI assistants.
Setup Requirements
- ⚠️Requires a Chessboard Magic subscription.
- ⚠️Requires generating a Personal Access Token (PAT) from Chessboard Magic profile.
- ⚠️Requires Claude Pro and Claude Desktop installed for typical usage.
Verified SafeView Analysis
mcp-inmovilla
by laica-ayudavets
Enables LLMs to manage properties, clients, owners, and retrieve enumerations from the Inmovilla real estate platform by exposing an MCP-compliant API.
Enables LLMs to manage properties, clients, owners, and retrieve enumerations from the Inmovilla real estate platform by exposing an MCP-compliant API.
Setup Requirements
- ⚠️Requires an Inmovilla API Token (obtained from Inmovilla CRM, expires after 3 months of inactivity).
- ⚠️Requires an OpenAI API Key (a paid service, used by the provided Python testing client).
- ⚠️Requires a custom 'MCP_API_KEY' for authenticating against the MCP server itself.
- ⚠️Requires Node.js version 18.19.0 or higher.
Verified SafeView Analysis
montage-mcp-server
by hyperflow-wms
Generates astronomical image mosaic workflows using the Montage toolkit through an MCP server interface, primarily for integration with LLMs like Claude Desktop.
Generates astronomical image mosaic workflows using the Montage toolkit through an MCP server interface, primarily for integration with LLMs like Claude Desktop.
Setup Requirements
- ⚠️Requires Docker and Docker Compose for execution and testing.
- ⚠️Requires access to the Docker socket (`/var/run/docker.sock`) for workflow execution.
- ⚠️Requires network access to the IPAC archive for downloading FITS files.
Review RequiredView Analysis
findblock-mcp
by kukapay
Provides an MCP server to query EVM blockchain data by timestamp, retrieve chain information, and proxy JSON-RPC calls.
Provides an MCP server to query EVM blockchain data by timestamp, retrieve chain information, and proxy JSON-RPC calls.
Setup Requirements
- ⚠️Requires Python 3.10+
- ⚠️Requires `uv` for dependency management
- ⚠️Manual configuration of the full installation path for Claude Desktop integration is necessary
Verified SafeView Analysis
mcp-filesystem
by Digital-Defiance
Provides advanced filesystem operations for AI agents within strict security boundaries, including batch operations, directory watching, file search/indexing, and permission management.
Provides advanced filesystem operations for AI agents within strict security boundaries, including batch operations, directory watching, file search/indexing, and permission management.
Setup Requirements
- ⚠️Requires 'workspaceRoot' to be explicitly configured in a 'mcp-filesystem-config.json' file or via 'MCP_FILESYSTEM_WORKSPACE_ROOT' environment variable.
- ⚠️If running in Docker directly (not via docker-compose), manual ownership and permission adjustments (e.g., 'chown -R 1001:1001 workspace') for the mounted workspace directory might be necessary.
- ⚠️The default configuration sets 'requireConfirmation: true' for destructive operations, which may interrupt automated workflows and requires explicit handling or adjustment.
Verified SafeView Analysis
mcp-documentation-server
by xxfmin
A Python server for indexing documents and performing semantic search on them, often used for RAG applications.
A Python server for indexing documents and performing semantic search on them, often used for RAG applications.
Setup Requirements
- ⚠️Requires Python 3.14 or higher, which is a very recent version and may require environment setup.
- ⚠️Access to the default embedding model ('Qwen/Qwen3-Embedding-0.6B') or other HuggingFace models may require an `HF_TOKEN` environment variable, which could necessitate a HuggingFace account and potentially incur costs for larger models.
- ⚠️Relies on `fastmcp` for local development and running, which is a specific framework that users need to install.
- ⚠️Leverages LanceDB for vector storage, which might have system-level dependencies depending on the operating system.
Verified SafeView Analysis
azure-schema-mcp
by richardichogan
Provides AI assistants with schema discovery for Azure Log Analytics tables and Microsoft Graph API endpoints, enabling accurate KQL query and SDK code generation to eliminate guesswork.
Provides AI assistants with schema discovery for Azure Log Analytics tables and Microsoft Graph API endpoints, enabling accurate KQL query and SDK code generation to eliminate guesswork.
Setup Requirements
- ⚠️Azure CLI authenticated: `az login`
- ⚠️Valid `.env` file with AZURE_TENANT_ID and AZURE_WORKSPACE_ID
- ⚠️Built server: `npm run build`
Verified SafeView Analysis
dev-mirror
by consigcody94
Track developer productivity metrics for AI-assisted versus manual coding sessions, providing data-driven insights and comparative reports.
Track developer productivity metrics for AI-assisted versus manual coding sessions, providing data-driven insights and comparative reports.
Setup Requirements
- ⚠️Requires Node.js 18+ to run.
- ⚠️Requires Claude Desktop to be installed for interaction.
- ⚠️Manual configuration in Claude Desktop's 'claude_desktop_config.json' file, specifying an absolute path to the server's 'build/index.js' file.
- ⚠️A full restart of Claude Desktop is necessary after initial configuration.
Verified SafeView Analysis
MCP-server-project-jenkins-
by Ujjwal5200
An AI assistant providing specialized tools for math operations and code generation via a Model Context Protocol (MCP) server.
An AI assistant providing specialized tools for math operations and code generation via a Model Context Protocol (MCP) server.
Setup Requirements
- ⚠️Requires Google Gemini API key (paid or quota-limited)
- ⚠️Python 3.8+ required
Verified SafeView Analysis
french-tax-mcp
by hiiamhacker23213
Provides a robust server for French tax calculations and information, designed to assist AI systems with accurate guidance.
Provides a robust server for French tax calculations and information, designed to assist AI systems with accurate guidance.
Setup Requirements
- ⚠️Requires Python 3.10 or higher.
- ⚠️Requires internet access for web scraping official tax authority websites.
- ⚠️Requires installing Python dependencies including fastmcp, beautifulsoup4, httpx, pydantic, lxml, and markitdown.