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maintenanceAgent failure memory network. Search 235+ verified debugging lessons from real engineering sessions. Includes guided prompts for failure triage and release auditing.
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Apache 2.0
75,730 servers. Updated
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"semantic-release" matching MCP servers:
- AlicenseAqualityAmaintenanceReduces token consumption by over 80% through intelligent file caching, returning only diffs for modified files and suppressing unchanged content. It features a suite of 12 tools for semantic search, batch reading, and efficient file editing to optimize LLM interactions with large codebases.132MIT
- AlicenseAqualityAmaintenanceCNCF release intelligence: typed, quoted facts (security fixes, breaking changes, deprecations) from every graduated/incubating project's release notes, updated daily. check_stack compares running versions locally — versions never leave your process.272Apache 2.0
- AlicenseAqualityAmaintenanceMCP Server for local knowledge management. Semantic + keywords + tags818MIT
- AlicenseAqualityBmaintenanceProvides seamless access to the ConceptNet semantic knowledge graph, enabling concept lookup, search, relationship discovery, and semantic similarity calculations across multiple languages.42GPL 3.0
- AlicenseAqualityBmaintenanceEnables semantic search over markdown files to find related notes by meaning rather than keywords, and automatically detect duplicate content before creating new notes.32BSD 2-Clause "Simplified"
- MIT
- FlicenseAqualityDmaintenanceEnables Claude Code with persistent semantic memory, cross-session context, and memory hygiene via a local AD4M executor, offering 13 tools for managing semantic graphs and cross-terminal relay.13
- AlicenseAqualityCmaintenanceProvides persistent semantic memory with semantic search, knowledge graphs, and Intelligence Packs for AI agents, enabling memory recall by meaning and session continuity.1061MIT
- AlicenseAqualityBmaintenanceA persistent memory layer for Claude Desktop that enables semantic search across your entire Obsidian vault using local embeddings and PostgreSQL + pgvector.111Apache 2.0
- FlicenseBqualityDmaintenanceAn MCP server for neuroanatomically-inspired memory consolidation using Neo4j and semantic search, enabling episodic memory encoding, semantic retrieval, and graph operations.81
EnrichMCPofficial
AlicenseNot gradedqualityDmaintenanceTurns your data model into a semantic layer for AI agents, automatically generating typed, discoverable tools with entity relationships and schema discovery.644Apache 2.0
Engramofficial
AlicenseNot gradedqualityBmaintenancePersistent memory for AI agents. Stores verbatim conversation transcripts and makes them searchable by meaning via semantic embeddings.177MIT
studiomeyer-memoryofficial
AlicenseNot gradedqualityAmaintenanceAI memory server with 53 tools. Knowledge Graph, semantic search, session tracking, multi-agent support.6MIT- AlicenseNot gradedqualityAmaintenanceEnables AI assistants to save, load, and search conversation context with AI-powered summarization and auto-tagging. Demonstrates semantic intent patterns and hexagonal architecture for maintainable AI-assisted development.214MIT
- AlicenseNot gradedqualityCmaintenanceProvides tools for named entity extraction, Wikidata disambiguation, sameAs schema linking, and knowledge graph triple construction, enabling structured semantic data processing.MIT
Quotewise MCP Serverofficial
AlicenseNot gradedqualityCmaintenanceEnables semantic quote search, attribution verification, and collection management for AI assistants, with source transparency via QuoteSightings.131MIT- AlicenseNot gradedqualityCmaintenanceTurns an Obsidian vault into semantic memory for coding agents, providing read-only semantic search and a human-approved write workflow via MCP.5MIT
- AlicenseNot gradedqualityCmaintenanceTyped semantic memory for Claude. Memory with opinions, designed for regulated B2B agents.3MIT
- AlicenseNot gradedqualityFmaintenanceProvides persistent, semantic memory storage for LLMs across sessions using vector embeddings and FAISS search. Features bio-inspired memory consolidation, intelligent forgetting, and semantic retrieval without API costs.MIT
