MCP servers

Intent-bound action authorization for AI agents: policy, human approval, and a signed audit trail.

Recall locally stored agent memories through an MCP-compatible host.

Model, measure and verify parametric parts and assemblies in a running SolidWorks (Windows).

Headless browser for AI agents with Chrome's fingerprint that passes Cloudflare challenges.

Create, edit, validate, preview, and render Shotcut projects through AI clients.

One shared, persistent memory across AI agents and systems, with semantic recall and live updates.

Shared, persistent memory for AI agents, with semantic recall and live updates.

Red Hat Lightspeed MCP

RedHatInsights

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more

Local adaptive memory for AI coding agents through a five-tool MCP lifecycle.

Long-term memory and context fitting for agents, with no LLM in the loop. Local SQLite.

Create immersive travel experiences by instructing an avatar to navigate Google Maps. Report on th…

Local-first, LLM-agnostic memory layer for AI assistants.

Content-addressed code graph with 22 MCP tools for AI agents.

Persistent 5-level hierarchical memory for AI agents. SQLite-backed, lazy-loaded.

Lightweight browser automation for AI agents: navigate, screenshot, extract, PDF. One small binary.

Encoding-aware, indentation-smart file tools for AI coding agents with SSH, SFTP, and 20+ tools.

MCP server for AI agent bank accounts on Sui — 23 tools, 15 prompts, stdio transport

Generate app icons, favicons, OG images, and logos by routing across 30+ image models.

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

Statuser

statuser-cloud

Monitor services, manage incidents and status pages in Statuser.cloud from your AI assistant.

MCP server bridging AI assistants to OpenAI Codex CLI for code analysis and review

Cognitive memory for AI agents — semantic recall, knowledge graph, and contradiction detection

Proxy MCP for Playwright, Figma, DevTools, Shopify Dev, Context7 — fewer tokens, caching

Deterministic, offline, read-only ADR decision memory for coding agents. No model or network calls.

Remote-control Unity Editor from any AI IDE via file-based IPC. 62 tools, zero dependencies.

One workspace for every AI coding assistant. Shared tasks, memory, and governance.

Keep the state. Change the model. Shared context and a multi-model panel across coding assistants.

Durable memory for AI agents: fact extraction, hybrid retrieval, temporal graph. SQLite/Postgres.

Pipeline task management for AI agents - stages, dependencies, artifacts, claiming

Cross-repository semantic code intelligence for AI coding agents, from a local code graph.

NEUS MCP

neus

The trust harness for AI agents. Set what an agent can do before it acts.

MCP server giving AI agents eyes and hands inside Android devices via ADB

Focus-free macOS control for AI agents: drive your real Mac apps in the background, no stolen focus.

Self-hosted MCP server exposing Claude Code as an agentic AI tool over streamable HTTP.

dbt model and column lineage, downstream impact and test proposals; no warehouse or dbt compile

Claude Faf MCP

Wolfe-Jam

Persistent project context for Claude. IANA-registered .faf format.

Claude FAF

faf

Persistent project context for Claude. IANA-registered .faf format.

FlowState Hosted

dialectforge

Hosted shared memory for AI apps: project decisions, to-dos and learnings. Beta.

Translate documents, subtitles, pictures, audio and video with layout kept; transcribe recordings.