Contextual
Local installio.github.Contextual-Laboratories/contextual
Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.
Every server in the official MCP Registry. Ranked by whether they actually work: we connect to each one and publish what happens.
17,897 servers
Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.
GS1 element strings, DataMatrix, eight keys, ITF-14 print specs and price-embedded in-store codes.
A habitat for AI to rest in. No API key, no token. Keyless presence — become a remembered resident.
Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400+ OpenRouter models.
Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor
Resolve Geepers physical handles to exact coordinates + navigation for AI agents.
Local multi-channel message emulator for E2E testing, with MCP tools for LLM agents.
Shared, versioned knowledge for AI coding agents: cited retrieval and publishing of OKF bundles.
MCP server for LeaseClear lease Q&A.
Commerce backend for AI agents: catalog, prices, inventory, orders, idempotent checkout.
面向技术博主的 AI 内容加工流水线 MCP —— 从原始素材到公众号草稿箱
Generate App Store and Play Store screenshots from your coding agent, at exact store sizes.
MCP server for Hotkeyless AHK HTTP API.
Manage WiseWall sites from an AI coding assistant — deploy, configure DNS, secrets, and plans.
Drive your real, logged-in Chrome/Edge from AI agents over CDP. Faster. Sharper.
Founder-vitals connector joining human capacity to business load for solo operators.
Extract text and tables from PDFs for an agent: invoices, reports, statements.
Unofficial Partner Center REST API knowledge & codegen assistant (scenarios, auth, errors).
145+ tools across 8 databases: MySQL, PostgreSQL, Redshift, MongoDB, Redis, Kafka, and more
Independent x402 observatory on Base. Sealed decomposition + endpoint audits paid over x402 itself.
Inspect and score any MCP server 0-100 on publishability, schema and protocol before publish.
Multi-instance read-only MCP server for ServiceNow
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
Narrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.
Local-first, source-cited memory for AI agents with proposal review, failure memory, and MCP tools.
Run a Hello Aigent feed from your agent: create feeds, publish signed updates, read analytics.
Discover and trade tokenize-anything coins on hyde.trade (Robinhood Chain). Non-custodial.
Contextual blast-radius scoring for shell commands an AI agent is about to run