MCP servers

Hugging Face's official MCP server: Hub search and Gradio apps from Spaces as agent tools

Datadog's official managed MCP server: logs, metrics, traces and incidents right in your agent

Local code graph for agents: an MCP server returns entry points, symbol links and change impact in one call

A context database for agents: cross-session memory, documents and skills in one viking:// file tree, reachable through MCP and hooks

Zep's Graphiti MCP server: long-term agent memory as a time-aware knowledge graph on FalkorDB or Neo4j

Long-term memory for agents: a remote MCP server, plugins for Claude Code, Cursor and Codex, and an API for your own apps

A semantic code search MCP server: indexes the project into a vector database and gives the agent only relevant snippets

An MCP server that lets Claude Code, Codex and other agents call Gemini, GPT, Grok and local models for review, debugging and consensus

A remote MCP server that gives the agent docs and code of any public GitHub repository with nothing to install

21st.dev MCP server and plugin: search ready React/Tailwind components and logos and generate UI from your agent

A community Playwright MCP server: browser automation, screenshots, device emulation and test code generation

An MCP server for an Obsidian vault via the Local REST API plugin: search, read, append and patch notes

A Dagger MCP server that gives each agent its own container and git branch for safe parallel work

Long-term agent memory in local Markdown files with a link graph, semantic search and MCP access

A local codebase index for agents: hybrid search, dependency graphs and change impact analysis

An MCP server that turns PDF, DOCX, XLSX, PPTX, images, audio, web pages and YouTube transcripts into Markdown

A proxy between MCP transports: connects stdio clients to remote SSE and HTTP servers and exposes local servers over the network

An MCP server for the iOS Simulator: taps, swipes, text input, accessibility tree, screenshots, video and app control

A bridge from an LSP language server to the agent: definitions, references, diagnostics, hover and symbol rename

Official MiniMax MCP server: text to speech, voice cloning and design, image and video generation

Qdrant's official MCP server: semantic memory for agents on a vector database, storing and retrieving by meaning

Web search via DuckDuckGo and page reading for the agent with no API keys, with built-in rate limiting

Ref's MCP server: documentation search for APIs and libraries that hands the agent only the relevant parts of pages

An MCP server from LangChain that serves docs from the llms.txt files you choose, with auditable tool calls