MCP servers and skills: search, filter by where they run, and compare.
Nothing matches every word exactly, so these are the closest matches.
Auditable AI operations agent for inventory exceptions, equipment alerts, and human-approved workflows.
SkillApache-2.0★ 39No key
Write or rewrite architecture subsystem docs, ADRs, and reference material for the engineering team. Use when creating, updating, or reviewing docs under docs/architecture docs/, or when the user asks
OfficialSkillApache-2.0★ 48k in collectionNo key
One governed graph for AI agents — GraphQL + MCP over your databases, files, APIs, and code
Node.jsApache-2.0★ 3.2kNo key
Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgvector
GoApache-2.0★ 39No key
Local-first, deterministic memory store for AI agents: SQLite-backed BM25 with optional local ONNX semantic search and cross-encoder rerank, graph projection, and an MCP adapter. No required network o
DockerApache-2.0★ 3Few starsNo key
Shared context, memory, and task coordination across AI coding agents. Single Go binary, local SQLite, hybrid keyword and semantic search.
GoApache-2.0★ 302No key
A trustworthy context layer for AI that remembers, plans and acts — free text into typed commitments, decisions and memories, each with its evidence, in a SQLite file you own. MCP, HTTP, library and t
SkillApache-2.0★ 102No key
Local-first Model Context Protocol (MCP) memory layer for Codex CLI/Desktop, Claude Code, Gemini CLI, Qwen/DeepSeek/Ollama and agent workflows. SQLite + FTS5 compact context packs, token savings, read
PythonApache-2.0★ 39No key
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and LangChain/LangGraph. No
PythonApache-2.0★ 12No key
Build AI agents and workflows with zero infrastructure
Node.jsApache-2.0★ 8No key
Enterprise idempotency kernel -- side effects under retries run exactly once. Payload fingerprinting, fence tokens, Postgres CAS, async-first.
PythonApache-2.0Few starsNo key
Crash-safe task tracking for AI coding agents over MCP: expiring leases, resumable attempts, version-pinned reviews. One Go binary, one SQLite file per project.
Node.jsApache-2.0★ 1Few starsNo key
AI-agent-native ticket automation platform with current MCP, A2A, CloudEvents, Go, React, PostgreSQL, and Redis.
SkillApache-2.0★ 4Few starsNo key
Provides diagnostic workflows and step-by-step root-cause analysis procedures for actively broken, failing, or slow BigQuery jobs, execution graph and query plan stage bottlenecks, system performance
OfficialSkillApache-2.0★ 21k in collectionNo key
AnalyticDB for MySQL MCP Server
PythonApache-2.0★ 32No key
Query Cloud Trace spans, filter by latency thresholds or error status, correlate distributed traces with Cloud Logging, and diagnose latency bottlenecks across Google Cloud services. Use when investig
OfficialSkillApache-2.0★ 21k in collectionNo key
Provides workflows to optimize BigQuery environments (capacity planning, editions), storage assets (partitioning, clustering, storage lifecycles, billing models), and SQL queries. Use when optimizing
OfficialSkillApache-2.0★ 21k in collectionNo key
Manage and query Agent Platform RAG Engine Corpora and retrieve grounded contexts using the Google GenAI SDK. Use when listing RAG corpora or files, inspecting a corpus, retrieving contexts, or genera
OfficialSkillApache-2.0★ 21k in collectionNo key
Read-only MCP server over JDBC: schema metadata, SELECT execution, execution plans, statistics and index analysis for PostgreSQL, Oracle, SQL Server, Firebird, SQLite and generic JDBC. Java 21, stdio.
DockerApache-2.0★ 1Few starsNo key
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free
SkillApache-2.0★ 32kNo key
Self-hosted AI agent memory — MCP memory server with durable recall for agents
PythonApache-2.0★ 107No key
MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more
OfficialPythonApache-2.0★ 300No key
Open-source backend-as-a-service. Postgres, auth, storage, functions, AI gateway, MCP.
SkillApache-2.0★ 3.1kNo key
Object-shaped local memory for AI-native apps. SQLite-simple, MCP-native, with search, events, and durable queues.
Node.jsApache-2.0★ 1Few starsNo key
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