"Semantic Search API Solutions" matching MCP servers:

Enables semantic search of shell session history, matching user intents to relevant CLI commands for keyboard-first developer workflows.

Enables semantic search of shell session history, matching natural-language intents to past CLI commands, including Warp sessions, for fast keyboard-first command discovery and reuse.

CLI Builder AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Enables AI assistants to execute code in isolated sandboxes with support for Python, JavaScript, and TypeScript, featuring intelligent caching and semantic search for code reuse.

Provides a workspace-scoped terminal and file tools over MCP, enabling an agent to run commands, manage interactive sessions, and read, list, search, and edit files.

Enables natural language SSH server management via Claude Code, allowing users to read logs, check services, run commands, and transfer files across multiple servers.

Enables local management of Raspberry Pi devices over SSH from VS Code, including status checks, remote file reads, systemd service inspection and control, command execution, and power actions with explicit opt-in security safeguards.

Enables MCP-compatible AI clients to interpret the init-app CLI, explore its supported blueprints, and translate natural-language project requirements into validated command arguments without executing the CLI.

Enables running multiple AI CLI tools (Claude, Codex, Gemini, Forge, OpenCode) as background processes with automatic permission handling, allowing LLMs to execute async multitasking and combine different AI models.

MCP server that lets AI agents drive macOS through Hammerspoon via typed tools, with injection-safe Lua execution and tools for window management, app control, API search, and config reload.

Enables AI agents to list their Raspberry Pi devices and run shell commands on them—including interactive terminal programs via raw keystrokes and screen reads—through the Raspberry Pi Connect web remote shell, with no SSH, port forwarding or open ports required. Sessions persist per device so working directory, environment variables and background jobs survive between calls, and an allow-list limits which Pis the agent may touch.

An MCP server providing 15 semantic analysis tools for GDScript, powered by Godot's built-in Language Server.

Enables AI agents to install, remove, update, and query apt packages on Linux via MCP tools.

An MCP server that enables signing, verifying, and managing APK files and keystores through a chat interface using the Uber APK Signer tool.

Enables AI coding assistants to capture large command outputs into an ephemeral in-memory buffer and search them via hybrid BM25 and semantic retrieval with line-level context.

Enables Claude Desktop and Claude Code to list, search, and read files, run one terminal command, query SQLite, and manage named scheduled tasks without calling the Claude API.

Provides a persistent Docker computer with terminal, file editing, and optional desktop GUI control through a Three.js interface.

An AI-native Taskwarrior bridge that provides natural language task management for Claude Code and other AI systems, integrating with existing Taskwarrior infrastructure.

Comprehensive MCP server for filesystem operations, process management, interactive sessions, and async file search. Includes utilities for JSON repair, encoding fixes, duplicate detection, OCR, ZIP archives, and Markdown export.

It enables AI assistants to run installed command-line tools and scripts, drive persistent terminals and browsers, and retrieve saved jobs, screenshots, and other evidence on a server. It also provides a dashboard for tracking sessions, installed tools, and connection settings.

Provides powerful text search capabilities using the grep command-line utility, allowing users to search files and directories using both natural language descriptions and regex patterns.

Enables secure, tiered management of ConnectWise ScreenConnect instances through the RESTful API Manager extension, covering session search and inspection, notes, guest messaging, renaming, custom properties, command and toolbox execution, and session creation.

Enables MCP hosts to delegate coding tasks to Pi CLI as a programmable sub-agent with session tracking and process management.

Exposes local Mystilink calculator CLIs (bazi, ziwei, horoscope, lunar, tarot, liuyao) as MCP tools over stdio, with an optional loopback FastAPI for local debugging.

Enables MCP clients to list configured Python and Shell script routes and execute them with positional or named arguments over Streamable HTTP, returning stdout, stderr, status, exit code, and timeout details. It uses the same API-key authentication and hot-reloaded route configuration as the HTTP API.

Enables Claude AI to securely access files, run shell commands, and search through a Windows computer with explicit user permission.

Read, search, and send iMessages locally from your terminal or through MCP clients like Claude, Cursor, and VS Code.

apc-mcp is a Model Context Protocol server that brings audio plugin development workflows into any MCP-compatible client by wrapping CMake, ctest, clang-format, pluginval, and clap-validator into a clean tool interface for building, testing, linting, validating, and scaffolding JUCE, CLAP, VST3, and ARA plugin projects.

An MCP server that lets AI clients manage game servers hosted on a Calagopus panel: list and inspect servers, read logs and files, edit configs, run console commands and power actions, and search, install, update, or remove plugins and mods from Modrinth and CurseForge. Every action is bounded by the user's panel API key and server permissions, with read-only/destructive hints and token-efficient tool responses.

Converts SKILL.md documents into MCP-ready tool definitions and generates a deployable MCP server package.

Enables AI CLI agents to discover and invoke every CLI tool available on the local machine through MCP, including semantic operations and chained pipelines. It also exposes cross-tool execution and an HTTP hub for running commands, operations, and workflows.

Enables natural language management of MikroTik routers through Cursor IDE by translating requests into RouterOS commands via API or SSH.

A modular server based on Model Context Protocol (MCP) that provides weather queries, mathematical calculations, and search functionalities.

MCP implementation for connecting to the Mochify image processing API to convert, compress and resize images.

Enables AI assistants to find and launch Windows applications by name using multi-strategy discovery via registry, Start Menu, PATH, and common directories.

Lets local AI agents drive an Omarchy desktop by exposing its command registry and shell IPC targets over MCP, enabling command search, execution, and desktop state control.

Enables AI agents to remotely search, update, manage files, and run terminal commands on a desktop environment via Streamable HTTP with OAuth 2.0, supporting ChatGPT and web agent integrations.

High-performance TypeScript MCP server for MikroTik RouterOS management, enabling Claude, GPT-4, or any MCP-compatible AI to manage routers through natural language with dynamic API discovery, VPN management, and configuration backup.

Enables AI assistants to safely interact with an Ubuntu system through policy-controlled file access, command execution, package search, and system monitoring, with full auditing and defense-in-depth security.

use Bitget’s API to get cryptocurrency info