Google tells you what exists. Faceabot tells you what holds up.
Context intelligence for AI coding agents: navigation, impact, memory, guarded edits.
Package pypi :codecortex-context-engine · website · measurements and detailsCompress logs, retrieval chunks, and code context into structured LLM-ready signal.
Package pypi :melonelish-context-engine · website · measurements and detailsIndex your codebase. AI searches instead of re-reading files. 94% token savings.
Package pypi :code-context-engine · website · measurements and detailsLive context engine for AI agents. 27+ MCP tools: health, memory, skills, file trees on demand.
Package pypi :perseus-ctx · website · measurements and detailsLive context MCP server: resolves git, services, and tests into agent context. Local-first, MIT.
Package pypi :perseus-ctx · website · measurements and detailsContext engineering for AI coding agents: product context, project missions, and 360 memory.
MCP endpoint :https://app.giljo.ai/mcp · website · measurements and detailsIndividual-analyst context layer: recall, remember, and reconcile your data and engineering context.
MCP endpoint :https://clarilayer.com/api/mcp/mcp · website · measurements and detailsContext Engineering Engine. Provides cognitive tools, memory structures, and agent patterns.
Package pypi :context-engineering-mcp · website · measurements and detailsThe shared AI context engine for git — save, search, and share the reasoning behind code changes.
Package npm :gitwhy-mcp · website · measurements and detailsContext Assurance for AI agents: context engineering, AI cost optimization, verification.
Package pypi :entroly · website · measurements and detailsTemporal engineering context for agents via MCP.
Package npm :stifler-memex-mcp · website · measurements and detailsConnect AI agents to ProductNow's context engine to search, create, review, and act.
MCP endpoint :https://api.productnow-prod.com/mcp · website · measurements and detailsDeterministic recipe verification engine — validates AI-generated recipes against master SOPs.
MCP endpoint :https://api.kaimeilabs.dev/mcp · website · measurements and detailsPremium agentic endpoint for catalog-engine-mcp.
MCP endpoint :https://api.m2mcent.com/catalog-engine-mcp/sse · measurements and details88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.
MCP endpoint :https://calc.engineer/mcp · website · measurements and detailsGenerate answers & visualizations from your engineering data to track software development health.
MCP endpoint :https://hq.keypup.io/mcp · website · measurements and detailsEngineering calculation MCP server for oil and gas engineering applications.
MCP endpoint :https://engscript.com/mcp · measurements and detailsReal-time planetary signal engine and Model Context Protocol (MCP) server for autonomous AI agents.
MCP endpoint :https://pronto.stream/mcp · website · measurements and detailsHeating, ventilation and energy engineering calculations and diagnostics for AI agents.
MCP endpoint :https://solvion.ru/wp-json/solvion-agent/v1/mcp · website · measurements and detailsHistorical dollar-cost-averaging simulator for Bitcoin and other assets.
MCP endpoint :https://btcdcaengine.com/mcp · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms