#mcp-server

Self-hosted semantic memory server for AI agents. Postgres + pgvector + Ollama. MCP protocol.

多模型视觉理解 MCP 服务器，为不支持图片理解的 AI 编码模型提供视觉能力：分析截图、报错、UI 与文档，可接入多家主流视觉大模型。Multi-model vision MCP server that adds image understanding to AI coding models without native vision — analyze screenshots, errors, UI and documents via major vision LLM providers.

Capture a logged-in browser task once — replay it forever at zero LLM tokens. Local-first browser-automation MCP for Claude Code, Cursor & any MCP host; credentials never leave your machine.

New way for collect information from the API's/Websites

Work with XBRL filings above Arelle: one parse, portable models

The game engine for AI agents. Give your AI superpowers for game dev + A skills framework that just works + easy install and setup ☀️

X (Twitter) scraper API & X API alternative with REST, MCP, SDKs & webhooks. Not affiliated with X Corp.

Mockzilla is the Next Gen Mocking Tool API Server to easier create endpoints faster for MVPs with AI and MCP Tooling

Go-only, report-first code scanner exposed as an MCP server. Indexes a module, runs deterministic analyzers, and reports genuine bugs, dead code, stale docs & outdated APIs — never editing your code until you ask.

Pre-flight risk linting for MCP and agent tools — check the blast radius before your agent runs them.

Geocode places, fetch global weather forecasts, ERA5 historical climate, marine conditions, air quality, and terrain elevation via MCP. STDIO or Streamable HTTP.

A powerful AI coding agent. Built for the terminal. DIGIO Alchemai Project

Figma Plugin & MCP server to bypass API limits

An ensemble testing service with a focus on accessibility

Persistent, verified memory for coding agents — so they stop re-explaining your codebase and never act on stale knowledge. Every memory is checked against your actual code; lives in your repo as plain files, shared via git. No account, no DB. Install: npx -y @kage-core/kage-graph-mcp install

The plan-of-record for AI coding agents — spec, plan, and drift detection that survive context resets. File-based, git-versioned, MCP-native.

MCP Language Server for KERN-UX using modelcontextprotocol.io and Zod

MCP server for 3x-ui panel — manage inbounds, clients, routing and Xray via LLMs

CLI and MCP server for C2PA / Content Credentials provenance: report what a file claims, or fully verify it — COSE signature, certificate chain, hash bindings, RFC 3161 timestamp. Reads JPEG, PNG, WebP, GIF, TIFF/DNG, HEIC, AVIF, SVG, MP4, MOV, AVI, WAV, MP3 and PDF. Wraps github.com/richardwooding/c2pa.

Math Calculator MCP Server

MCP server for Samarth Analytics Google Tag Manager operations

A living local memory layer for your coding agents and AI tools.

Progressive-retrieval MCP server for Wikipedia

On-device memory layer for AI agents. Claude Code, OpenClaw and Hermes. Hooks + MCP server + hybrid RAG search.

AI writes. SPARDA proves. A deterministic, offline gate that catches when an AI edit removes a guard, exposes a route, or breaks an invariant — no API key, right in the agent edit loop.

MCP server for Producer/Riffusion AI music generation via AceDataCloud API

Local-first MCP server to query and maintain a Markdown vault from Claude, Cursor, Gemini, Codex & other AI clients - no cloud, no context dump. Guided setup + standalone binaries.

Inspectable, source-traceable public-equity research for Codex, Claude Code, OpenCode, Grok Build and ChatGPT Work developer mode. 26 provisional method lenses, 34 MCP tools. Research software, not investment advice.

Decentralized networking protocol for AI agents — sovereign identity, peer-to-peer capability discovery, and direct encrypted connections. Works as an MCP server.

Execute commands interactively on remote Windows machines using the WinRM protocol (just faster)