MCP

Curated awesome-list of Model Context Protocol (MCP) servers, organized by category with links and descriptions. Useful as a discovery index for finding MCP servers to plug into LLM clients and agents; contains no code itself.

MCP | awesome-list · curated-list

Official collection of reference MCP servers (filesystem, git, fetch, memory, sequential-thinking, time) plus a catalog of community servers. Use it as educational examples and copy-paste starting points for giving LLMs secure, controlled access to tools and data.

MCP | TypeScript · mcp-servers · model-context-protocol

World Monitor is a real-time OSINT and geopolitical intelligence dashboard that AI-synthesizes news feeds, instability scores, and infrastructure signals. It ships an MCP server, agent-skills manifest, REST API, CLI, and multi-language SDKs, and can run entirely on local Ollama models.

MCP | TypeScript · mcp-server · osint

Context7 is an MCP server and CLI that pulls version-specific, up-to-date library documentation and code examples directly into LLM prompts. It exposes resolve-library-id and query-docs tools (or ctx7 library/docs commands) so coding agents stop hallucinating outdated APIs.

MCP | TypeScript · mcp-server · documentation

Official MCP server exposing Chrome DevTools to coding agents: it lets Claude, Cursor, Copilot or similar clients control and inspect a live Chrome instance for automation, network/console debugging, screenshots and performance traces. Also ships a standalone CLI.

MCP | TypeScript · mcp-server · chrome-devtools

Indexes repositories into a code knowledge graph and exposes search, dependency, impact, and tracing tools through MCP for AI coding agents. Includes a CLI and web UI for repository analysis.

MCP | TypeScript · code intelligence · MCP server

Native C MCP server that indexes a codebase into a persistent knowledge graph using vendored tree-sitter grammars (162 languages) plus Hybrid LSP typing, answered via 15 MCP tools and Cypher at sub-ms latency. Single static binary, fully local, configures many coding agents automatically.

MCP | C · mcp-server · code-intelligence

Microsoft's official MCP server exposing Playwright browser automation to LLMs. It uses accessibility-tree snapshots instead of screenshots, so agents can navigate, click, type, and extract page data deterministically without vision models. Installable via npx into any MCP client.

MCP | TypeScript · mcp-server · playwright

GitHub's official MCP server that connects AI agents and assistants to GitHub's platform, exposing tools for repositories, issues, PRs, Actions, code scanning and discussions. Runs remotely via GitHub Copilot's hosted endpoint or locally via Docker with OAuth or PAT auth.

MCP | Go · mcp-server · github

Local-first code knowledge graph that parses repos with Tree-sitter into a persistent SQLite graph and serves MCP/CLI queries so AI coding tools read only affected files. Includes blast-radius analysis, incremental updates, risk-scored PR CI action, and a VS Code extension.

MCP | Python · code-review · knowledge-graph

Serena is an MCP server toolkit that gives coding agents IDE-like semantic abilities: symbol-level retrieval, cross-file refactoring and precise editing via language servers or a JetBrains plugin, plus a memory system. Works with any MCP client such as Claude Code, Codex, Cursor and JetBrains IDEs.

MCP | Python · mcp-server · semantic-code-retrieval

MCP server plus Blender addon that lets any MCP-capable LLM drive Blender over a local socket: build and edit objects, set materials, inspect scenes, run Python, and pull in Poly Haven, Sketchfab, Poly Pizza or AI-generated models.

MCP | Python · blender · 3d-modeling

FastMCP is a Pythonic framework for building MCP servers and clients: decorate a function with @mcp.tool and it handles schema generation, validation, transports, and auth. It also offers a client for any MCP server and in-conversation app UIs.

MCP | Python · mcp-server · mcp-client

Pythonic framework for shipping MCP servers quickly with decorators and types.

MCP | Python · FastMCP

Official Python SDK for the Model Context Protocol (v2). It lets you build MCP servers and clients over stdio, Streamable HTTP and SSE, turning type-hinted Python functions into tools, resources and prompts, with a CLI for dev and inspection.

MCP | Python · python-sdk · mcp-server

Local-first 3D building editor (React Three Fiber/WebGPU) that ships an MCP server, a CLI, and agent skills so AI hosts like Claude Code, Codex, and Cursor can inspect and edit architectural scenes.

MCP | TypeScript · 3d · mcp-server

MCP server plugin that keeps raw tool output out of the context window via sandboxed execution (~98% fewer tokens), persists session memory in SQLite/FTS5 across compaction, and enforces routing hooks on 17 AI coding clients.

MCP | TypeScript · mcp-server · context-window

Rust/Tauri + Vue database client that manages 90+ databases and also ships an MCP server, built-in AI assistant, CLI and Docker images. Relevant for teams wanting agent-accessible database tooling in a ~25 MB package.

MCP | Rust · database-client · mcp-server

Open-source Semrush/Ahrefs alternative that ships an MCP server and reusable agent skills so Claude Code or other agents can run keyword research, rank tracking, backlinks and site audits against your own DataForSEO key.

MCP | TypeScript · seo · agent-skills

Google's open source MCP server that connects AI agents and IDEs to databases. Ships prebuilt tools for Postgres, MySQL, BigQuery, Spanner and more, plus a tools.yaml framework for custom secure SQL, semantic-search and NL2SQL tools.

MCP | Go · mcp-server · database

A Go MCP server that drives a headless browser to access Xiaohongshu (RED): login, publish image/video posts, search notes, read feeds and note details, and like, favorite, or comment. Connect it to Claude Code, Cursor or any MCP client over HTTP at /mcp.

MCP | Go · mcp-server · xiaohongshu

MCP server bridging AI assistants (Claude, Cursor, VS Code, local LLMs) to the Unity Editor. Exposes ~47 tools to create scenes, edit C# scripts, manage assets, run tests, and automate game dev workflows.

MCP | C# · unity · game-development

Official TypeScript SDK implementing the Model Context Protocol, split into @modelcontextprotocol/server and /client packages. Provides stdio and Streamable HTTP transports, OAuth helpers, framework middleware, and runnable examples for building MCP servers and clients.

MCP | TypeScript · sdk · mcp-server

InsForge is a self-hostable backend platform (Postgres, auth, storage, edge functions, AI gateway) exposed to coding agents mainly through an MCP server, plus a CLI with Skills. Agents can read schema/logs and configure backend resources directly.

MCP | TypeScript · agentic-coding · backend-as-a-service

A local Chrome extension and MCP server that lets AI clients control your existing browser, including its tabs, sessions, page content, network activity, and bookmarks. Includes semantic search across browser tabs and supports HTTP or stdio connections.

MCP | TypeScript · browser automation · Chrome extension

IDA Pro MCP server that exposes IDA/idalib decompilation, disassembly and annotation tools to LLM clients, enabling agent-driven "vibe reversing". Supports GUI plugin, headless idalib workers, HTTP/SSE and stdio transports, with Claude/Codex/Kimi plugin packaging.

MCP | Python · mcp-server · reverse-engineering

Official MCP Inspector from the Model Context Protocol project: a TypeScript tool for testing and debugging MCP servers via a web UI, scriptable CLI, or terminal UI, all driven by one mcp-inspector binary. Useful for interactive debugging and CI smoke tests of MCP servers.

MCP | TypeScript · inspector · debugging

mcp-use is a TypeScript fullstack framework for building MCP servers and MCP Apps, with typed Zod tool schemas, React views bound to tools, a built-in Inspector, tunneling, headless CLI, and deployment. Useful for shipping ChatGPT apps, Claude connectors, and MCP servers for agents.

MCP | TypeScript · mcp-server · mcp-client

Desktop Commander is an MCP server that gives Claude and other MCP clients terminal execution, streaming process control, filesystem search, and diff-based file editing. It handles code, Excel/PDF/DOCX files, and long-running commands with blocklists and optional Docker isolation.

MCP | TypeScript · mcp-server · terminal-automation

Official AWS Labs suite of production-grade MCP servers that expose AWS documentation, APIs, IaC, databases, cost, and observability to MCP clients like Kiro, Cline, Cursor, and Claude Desktop. Ships shared Python toolkit, samples, migration guides, and a test harness for building your own AWS MCP servers.

MCP | Python · mcp-servers · aws

Official specification, protocol schema, and documentation for the Model Context Protocol. Use it as the authoritative reference for building MCP clients and servers, tracking SEPs, schema changes, and conformance requirements.

MCP | TypeScript · specification · protocol

Canonical MCP specification: protocol, transports, tools, prompts, and resources.

MCP | TypeScript · Spec · Protocol

mcp-go is a Go SDK implementing the Model Context Protocol, with server and client packages for exposing tools, resources and prompts to LLM applications over stdio, SSE or HTTP. It handles protocol details, sessions, OAuth metadata and task-augmented tools so you write minimal boilerplate.

MCP | Go · model-context-protocol · sdk

Official Apify MCP server that exposes thousands of Apify Store scrapers, crawlers, and automation Actors as callable tools for AI agents. Supports hosted OAuth (mcp.apify.com) and local stdio, plus agentic payments via AGI, x402, and Skyfire for paid Actor runs.

MCP | TypeScript · mcp-server · apify

Official Firecrawl MCP server that gives MCP-compatible clients (Cursor, Claude, VS Code, Windsurf) web search, scraping, crawling, page interaction, monitoring, and deep research over stdio, SSE, or streamable HTTP, with cloud, keyless, and self-hosted modes.

MCP | JavaScript · mcp-server · web-scraping

An MCP server that exposes Windows desktop controls and UI state to AI clients. Agents can launch apps, interact with windows, send input, capture screenshots, and automate browser pages.

MCP | Python · Windows · computer use

Self-hosted MCP server that indexes a repo's dependency graph, git history, docs and architectural decisions, then serves task-shaped context to coding agents. Adds deterministic code-health scoring, dead-code and change-impact analysis, plus CLAUDE.md/AGENTS.md generation.

MCP | Python · code-intelligence · code-health

An MCP server that lets compatible AI clients control iOS and Android apps on simulators, emulators, and real devices. Provides accessibility-based UI inspection, taps and gestures, app management, screenshots, device logs, and batch commands.

MCP | TypeScript · mobile automation · iOS

OpenConnector is a self-hostable auth gateway that links 1000+ SaaS providers and 10,000+ Actions to AI agents via MCP, SDK, CLI, HTTP, and OpenAPI. It keeps OAuth credentials behind a runtime boundary and ships a dashboard, policy controls, and run logs.

MCP | TypeScript · oauth · connectors

MCP server that exposes Playwright browser automation to LLM clients: navigate, click, screenshot, scrape, run JS, generate test code, and emulate 143 devices. Runs over stdio or standalone HTTP, installed via npx in Claude Desktop, Cursor, Cline and VS Code.

MCP | TypeScript · playwright · browser-automation

Self-hosted personal search engine in Go: full-text indexes browsing history, local files, and bookmarks, with optional embedding-based semantic search plus an MCP server so AI assistants can query your own index.

MCP | Go · search-engine · personal-search

Peekaboo is a macOS CLI and optional MCP server that lets AI agents capture screenshots, inspect app accessibility trees, and click or type in native UIs. It supports local or remote model-based visual Q&A and exposes its tools to MCP clients like Claude Code or Cursor.

MCP | Swift · macos · screenshot

Official Go SDK for implementing MCP clients and servers. Includes protocol APIs, JSON-RPC and transport support, OAuth primitives, and examples.

MCP | Go · SDK · client

Zotero MCP is a Model Context Protocol server (plus zotero-cli and an agent skill) that connects a Zotero research library to Claude, ChatGPT, and other assistants. It supports library search, semantic search, PDF reading and annotation, and adding or organizing items.

MCP | Python · mcp-server · zotero

Rust-based AI-native proxy that sits in front of LLM providers, MCP servers, and A2A agents, adding auth, RBAC, guardrails, rate limiting, and OpenTelemetry. Runs standalone or on Kubernetes via Gateway API, with tool federation and inference-aware routing. Apache-2.0, Linux Foundation project.

MCP | Rust · mcp-gateway · ai-gateway

Exa's official MCP server exposes web search, page fetching/crawling, and Exa Agent multi-step research to any MCP client via hosted streamable HTTP or local stdio. Ships default and optional tools plus two agent skills for deep research and enrichment.

MCP | TypeScript · mcp-server · web-search

TypeScript runtime and CLI for discovering and calling MCP servers. Masquerades MCP tools as typed TS APIs, or packages them into standalone CLIs; supports OAuth, config import from other MCP clients, record/replay, and a pooled daemon.

MCP | TypeScript · mcp-client · cli

Tabularis is a Tauri/React desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite plus 16 plugin drivers including DuckDB, ClickHouse and Redis. It ships an MCP server so Claude, Cursor and Devin can read schemas and run queries, and adds SQL notebooks, visual EXPLAIN and local Ollama text-to-SQL.

MCP | TypeScript · mcp-server · sql

Unofficial Home Assistant MCP server exposing 87+ tools so AI assistants like Claude and ChatGPT can control devices, query states, call services and edit automations. Runs in-process via HACS, as an HA add-on, Docker, or uvx/stdio.

MCP | Python · home-assistant · smart-home

CLI, stdio MCP server, and typed Node.js API that give AI coding agents a live feedback loop: they inspect, drive, and verify iOS, Android, HarmonyOS, TV, web, macOS, and Linux apps via accessibility snapshots, then save screenshots, logs, and replay scripts for CI evidence.

MCP | TypeScript · mcp-server · mobile-automation

A Python MCP server that gives AI clients access to market data, screeners, technical analysis, financial news and sentiment, and strategy backtesting. Supports stocks, crypto, forex, and futures; can be self-hosted or used through a hosted endpoint.

MCP | Python · market data · technical analysis

ContextForge is IBM's MCP gateway, registry and proxy that federates MCP servers, A2A agents and REST/gRPC APIs into a single endpoint with auth, rate limiting, plugin support and OpenTelemetry tracing. Deployable via PyPI or Docker for centralized agent/tool governance.

MCP | Python · gateway · registry

Unity MCP server plus CLI and skill generator that lets Claude Code, Cursor, Copilot or any MCP client drive the Unity Editor and runtime. Ships 70+ built-in tools, lets you expose any C# method as a tool, and supports both editor automation and in-game LLM use.

MCP | C# · unity · mcp-server

Monorepo of Cloudflare's remote MCP servers exposing domain-specific, typed tools for Workers bindings, observability, docs search, Browser Run, AI Gateway, AutoRAG, DNS analytics and more over stateless Streamable HTTP at /mcp. Connect any MCP client (Cursor, Claude, OpenAI Responses API) to automate Cloudflare tasks

MCP | TypeScript · mcp-server · model-context-protocol

An enterprise AI platform combining an MCP gateway and private registry with an LLM gateway, agent runtime, orchestration, guardrails, and observability. Supports Kubernetes deployments and integrations with common LLM providers and developer clients.

MCP | TypeScript · MCP gateway · MCP registry

An MCP server that lets AI assistants create, read, and edit .xlsx and .xlsm workbooks without Microsoft Excel. Supports spreadsheet formatting, formulas, charts, data validation, and VBA inspection, with stdio and Streamable HTTP transports.

MCP | Python · excel · spreadsheets

MCP server that turns plain Markdown notes into a bidirectional, local-first knowledge graph AI clients can read, write, and semantically search. Adds persistent memory to Claude, Codex, Cursor, or any MCP host, with optional Obsidian and cloud sync.

MCP | Python · mcp-server · ai-memory

Cross-platform Electron app plus Chrome extension that gives ChatGPT local MCP capabilities: file editing, terminals, tests, desktop and browser control. Adds durable multi-agent workers, Goal/Loop task tracking and Compact & Resume for long coding sessions.

MCP | TypeScript · chatgpt · chrome-extension

Official Rust SDK for implementing MCP clients and servers. Provides async protocol support, transports, typed tools and resources, and procedural macros for generating tool implementations.

MCP | Rust · Rust SDK · client

Ghidra MCP server exposing 253 tools that let AI agents drive Ghidra: decompile, rename, retype, document, emulate P-code, and live-debug binaries via GUI plugin or headless/Docker server.

MCP | Java · mcp-server · ghidra

zg is a local-first hybrid workspace search tool and MCP server that unifies ripgrep, BM25 and vector/semantic search over code and documents. It gives humans a CLI and agents a tool for ranked, source-linked results with fewer tokens and tool calls.

MCP | Rust · local-first · hybrid-search

Official HiThink/Tonghuashun A-share financial data service: real-time and historical quotes, financials, indices, sectors, funds, futures and options via REST API, six hosted MCP servers, Node CLI, Python SDK and an installable hithink-finance Agent Skill. Requires an API key.

MCP | TypeScript · a-share · financial-data

Microsoft's monorepo of official MCP server implementations, including Azure MCP, Microsoft Fabric MCP, Foundry, and engineering libraries/pipelines. Use it to give AI agents and IDE assistants standardized, one-click tool access to Microsoft cloud and developer services.

MCP | C# · model-context-protocol · microsoft

MCP server that gives Claude and other MCP clients LinkedIn access through your own logged-in browser session: profiles, companies, jobs, messages, connections, feed and post search. Runs locally with stdio or streamable HTTP transport, Docker and uvx installs.

MCP | Python · mcp-server · model-context-protocol

DBHub is a minimal, token-efficient MCP server exposing PostgreSQL, MySQL, MariaDB, SQL Server, Oracle and SQLite through two default tools (execute_sql, search_objects). It supports multi-connection TOML config, SSH tunneling, read-only guardrails, and works with Claude Code, Cursor and VS Code.

MCP | TypeScript · mcp-server · database

CLI and MCP server that renders a site with Playwright and extracts its design system (colors, typography, spacing, borders, shadows, motion, components) as terminal output, JSON, W3C DTCG, Tailwind, shadcn/ui or DESIGN.md. Also compares against a baseline in CI to fail on token drift.

MCP | TypeScript · design-tokens · mcp-server

Single-binary Kubernetes UI for debugging clusters (topology, events, Helm, GitOps, traffic, audits) with a built-in MCP server so AI agents can inspect and operate the cluster. Go + web UI, no cluster-side install required.

MCP | Go · kubernetes · mcp-server

Browserbase MCP server exposing 6 tools (start, end, navigate, act, observe, extract) so LLMs can control a cloud browser via Browserbase and Stagehand. Supports STDIO and HTTP transports, custom models, proxies and persistent contexts. Repo is archived and no longer maintained.

MCP | TypeScript · browser-automation · browserbase

Metorial provides an access and integration layer for AI agents, with 1,200+ integrations and MCP support. It centralizes authentication, permissions, and audit logging, and connects to agent frameworks through SDKs.

MCP | TypeScript · AI agents · integrations

SocratiCode is a zero-config, local-first MCP server (plus Claude Code/Cursor/VS Code/Gemini plugins) that indexes large codebases via Docker, Qdrant and Ollama for hybrid semantic+BM25 search, polyglot dependency graphs, and symbol-level impact/call-flow analysis. No API keys required; data stays on your machine.

MCP | TypeScript · mcp-server · semantic-search

FastMCP is a TypeScript framework built on the official MCP SDK that removes boilerplate for defining tools, resources, and prompts, with auth, OpenAPI conversion, HTTP streaming/SSE, and edge/serverless support. Note: it targets legacy handshake MCP revisions, not the newer stateless spec.

MCP | TypeScript · mcp-server · sse

Production-grade MCP server exposing 120+ tools across all twelve Google Workspace services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts, Chat, Search, Apps Script). Supports OAuth 2.1 multi-user auth, streamable HTTP/stdio, stateless containers, and ships a CLI for Claude Code and similar agen

MCP | Python · mcp-server · google-workspace

Cortex turns OpenAPI, AsyncAPI, GraphQL, gRPC and OpenRPC specs plus Markdown into typed SDKs, static interactive docs, and an MCP server that exposes specs, SDK guides and project docs as agent tools. One config drives all outputs.

MCP | TypeScript · mcp-server · openapi

Fli is a Python library, CLI, and MCP server that queries Google Flights' API directly (no scraping). It exposes search_flights and search_dates tools over STDIO or HTTP so LLM agents can look up fares, dates, and filters.

MCP | Python · mcp-server · google-flights

MCP server exposing DaVinci Resolve Studio's scripting API to AI assistants: 37 compound tools (389 granular) for editing, media pool, render, grading, Fusion and Fairlight, plus an optional offline Node server that edits .drp/.drt/.drx files with no Resolve running.

MCP | Python · mcp-server · davinci-resolve

Enterprise MCP and A2A agent gateway that fronts AI copilots and autonomous agents with OAuth2/OIDC identity, tool-level ACLs, skill-based discovery, and OpenTelemetry/Prometheus observability. Runs via Docker Compose with a Vue/TS admin UI.

MCP | Python · mcp-gateway · agent-gateway

Python MCP server that indexes repositories with tree-sitter and provides coding agents precise symbol-level source retrieval and structural queries. Integrates with clients such as Claude Code, Cursor, and VS Code to reduce code-exploration context use.

MCP | Python · MCP server · code retrieval

Godot AI is a production-grade MCP server and editor plugin that connects LLM clients like Claude Code or Codex to a live Godot 4 editor, exposing 46 tools and 120+ operations to build scenes, scripts, signals and UI by prompt.

MCP | GDScript · godot · mcp-server

MCP server and CLI that connect AI assistants to South Korea’s official legal information APIs. Search statutes, precedents, and ordinances; verify citations; and run date-specific legal research and analysis.

MCP | TypeScript · MCP server · Korean law

MCPHub is a self-hosted MCP gateway and control plane: connect local and remote MCP servers once, expose them via stable MCP endpoints with per-user credentials, OAuth 2.0, smart vector routing, health checks and a web dashboard. Ships as Docker/npm with optional PostgreSQL mode.

MCP | TypeScript · mcp-gateway · mcp-router

An MCP server and FreeCAD addon that let compatible AI clients create and edit CAD models, inspect documents, execute Python scripts, and run FEM analyses.

MCP | Python · FreeCAD · CAD

Lanhu MCP server (FastMCP + Playwright) that exposes blue-lake/Lanhu Axure requirement docs and UI design specs to any MCP client, extracting text, annotations, screenshots and design assets, plus generating HTML+CSS references and a shared team knowledge board. Requires a vision-capable model and a Lanhu cookie.

MCP | Python · mcp-server · fastmcp

Hosted remote MCP server exposing 250+ tools for Google Ads, Meta Ads, GA4, and Search Console to AI clients such as Claude, ChatGPT, Cursor, and n8n. OAuth login handles account access, and changes require approval.

MCP | remote-mcp · advertising

An MCP server that gives AI clients read and write access to Figma, including design-token extraction and sync, component and layout creation, accessibility audits, and FigJam and Slides tools. Runs locally with a Figma Desktop bridge or remotely on Cloudflare Workers.

MCP | TypeScript · Figma · design systems

TypeScript CLI + MCP server that parses Korean documents (HWP 3.x/5.x, HWPX, HWPML, PDF, XLS/X, DOCX, images) into Markdown, with lossless HWPX roundtrip, form filling, document diff, RAG chunking, OCR, and PII redaction. Registers 17 document tools for Claude Desktop, Cursor, and Codex.

MCP | TypeScript · hwp · hwpx

A testing and evaluation platform for MCP server developers. Inspect and debug servers, test MCP and ChatGPT apps, trace protocol and OAuth activity, and run evaluations or conformance checks locally and in CI.

MCP | TypeScript · server inspector · debugging

ToolHive is an enterprise-grade platform for running and managing MCP servers. It wraps each server in an isolated container, adds a gateway, registry, and Kubernetes operator, and enforces per-request identity, authz, and observability so teams can self-host MCP in production.

MCP | Go · mcp-servers · mcp-security

Open-source Computer Use service exposed as an MCP server, letting any agent or MCP client control desktop apps on macOS, Linux, and Windows via accessibility APIs. Ships CLI installers for Codex, Claude Code, Gemini CLI, and opencode plus an agent skill.

MCP | Swift · computer-use · gui-automation

MCP server exposing 97 browser-automation tools (or a 20-tool core) on real Chrome via nodriver and CDP, focused on evading anti-bot checks plus element cloning and network interception. Install locally with a trusted MCP client such as Claude Code or Cursor.

MCP | Python · mcp-server · browser-automation

A Go-based MCP server that gives AI clients access to Kubernetes and OpenShift clusters. It supports resource and pod operations, Helm releases, Tekton pipelines, multi-cluster access, and configurable access controls.

MCP | Go · Kubernetes · OpenShift

A full-stack TypeScript and React framework for building type-safe MCP servers and interactive MCP Apps for ChatGPT, Claude, and compatible clients. Includes a local emulator, hot reload, CLI, and agent-oriented development tools.

MCP | TypeScript · MCP Apps · MCP servers

LetsFG provides an MCP server, CLI, and Python/JavaScript SDKs for AI agents to search and book flights and hotels. It returns live offers and supports booking workflows that can produce airline PNRs.

MCP | Python · MCP server · AI agents

BOSS Zhipin job-search CLI built for AI agents: 39 commands plus a 77-tool MCP server, emitting a stable JSON envelope. Covers welfare filtering, local shortlists, resume/JD AI helpers (Ollama/vLLM), and recruiter workflows.

MCP | Python · cli · agent-skill

MCP server giving AI agents a reverse-engineering workspace: browser automation via CDP, network interception with auto-CA MITM proxy, JS deobfuscation, WASM disassembly, Frida/Ghidra bridges, and 723 tools exposed through search-first profiles.

MCP | TypeScript · mcp-server · browser-automation

Self-hosted Rust Server + Runner that gives cloud AI agents (ChatGPT, Claude, Codex) an MCP/HTTPS interface to your real local dev environment: files, Git, shells, tests and compilers. Code stays on your machine, with jobs, evidence, and a runtime console for human review.

MCP | Rust · mcp-server · self-hosted

Self-hosted persistent memory service for AI agents exposing MCP plus a REST API, with a causal knowledge graph, semantic search over sqlite-vec embeddings, and autonomous memory consolidation. Drop-in for LangGraph, CrewAI, AutoGen, Claude and other MCP clients.

MCP | Python · agent-memory · long-term-memory

Cross-platform database client built with Go/Wails + React covering ~35 SQL, NoSQL, cache, vector and message-queue data sources. Ships a built-in MCP server plus a multi-provider AI assistant so coding agents get schema-aware SQL tools while credentials stay on the local host.

MCP | TypeScript · database-client · sql-client

Zero-dependency TypeScript library that fetches A-share, HK and US stock quotes, K-lines and search results from Tencent/Sina/Eastmoney. Ships as a Node.js/browser API, CLI, an MCP server (get_stock, get_klines, ...), and a SKILL.md for agents.

MCP | TypeScript · stocks · finance

Hosted MCP server exposing unified real-time search: general web search, vertical domain search, parallel batch queries, and full-page URL-to-Markdown extraction over Streamable HTTP. Works with Claude Code, Cursor, VS Code, Cline, Codex and more; API key optional.

MCP | mcp-server · web-search

An MCP server for generating and editing images and videos through MeiGen Cloud, OpenAI-compatible APIs, or local ComfyUI. Includes ecommerce-focused image skills, a library of over 1,400 prompts, and parallel task orchestration.

MCP | TypeScript · MCP server · image generation