121,250 servers from the official registry, GitHub and npm. Filter by category, transport and language.
Enables AI agents to search API endpoints and execute Python code in a secure sandbox with integrated memory.
$claude mcp add vibocode-mcp -- npx -y vibocode-mcp
Converts OpenAPI specifications into executable agent interfaces using semantic search and dependency graphs to automate API calls.
$claude mcp add jitapi -- uvx jitapi
Provides access to Equinix API specifications and documentation, allowing AI clients to search docs and execute API operations via MCP tools.
Enables AI agents to interact with Walmart Connect, Walmart Marketplace, and Sam's Club APIs through automated authentication and endpoint discovery.
$claude mcp add mcp-walmart-marketplace -- uvx mcp-walmart-marketplaceEnables AI agents to interact with Walmart Connect, Walmart Marketplace, and Sam's Club APIs for advertising, orders, items, and reports.
$claude mcp add mcp-walmart-ads -- uvx mcp-samsclub-ads
Analyzes and indexes HAR files to expose endpoints, authentication flows, and data structures to AI agents without consuming excessive tokens.
$claude mcp add hardly -- uvx hardly
Allows an AI client to inspect Spring Boot runtime data including beans, routes, health status, and database migrations via Actuator and OpenAPI.
$claude mcp add spring-runtime-mcp -- uvx spring-runtime-mcp
Turns your FastAPI endpoints into MCP tools, preserving request/response schemas and using your existing FastAPI auth dependencies.
Turns a codebase, API spec, or plain-language brief into a ready-to-run MCP server package with grouped tools.
Connects AI agents to any OpenAPI, GraphQL, gRPC, or SOAP API using a single normalized interface and a built-in catalog of over 2500 public APIs.
$claude mcp add universal-connector-mcp -- uvx universal-connector-mcp
Converts any OpenAPI REST API into a production-ready MCP server for use with AI clients like Claude Code and Cursor.
$claude mcp add mcpify -- uvx mcpify-openapi
Elevate MCP servers into authenticated HTTP endpoints and expose them as remote Streamable HTTP, REST, or GraphQL services.
Exposes the Bambuddy REST API as tools for AI assistants to manage 3D printers and view camera snapshots.
Allows an AI client to interact with Woodpecker CI to manage repositories, pipelines, logs, and organizations.
Lets an AI client search large tool catalogs and fetch only the target tools and prerequisite producers it needs to act.
Lets an AI client interact with Katana Manufacturing ERP to search, modify, fulfill, and verify manufacturing data.
Enables AI assistants to run AI-led interviews, simulated persona conversations, and coaching sessions via the JobMojito API.
$claude mcp add --transport http mcp https://mcp.jobmojito.com/mcp
Scores digital product briefs against an open ruleset using an AI client's own model and deterministic validation code.
$claude mcp add --transport http perfect-brief https://briefs.welance.com/mcpLets an AI assistant read and update order statuses, manage due dates, and add history comments via the StatusPro API.
Lets an AI assistant manage recipes, meal plans, and shopping lists via the Mealie REST API.