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    Provides MCP tools to search, compare, and get recommendations for open-source projects from a structured knowledge graph of GitHub data.
    MIT
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    Persistent AI memory server with 3-layer hybrid search (vector + FTS5 + keyword), confidence scoring via Reciprocal Rank Fusion, episodic/profile memory, and 16 tools. Zero LLM dependency. Works standalone with Claude Desktop and Claude Code. MIT licensed.
    3
    Business Source 1.1
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    8 standalone MCP servers for SMBs — Guardrails (prompt injection, PII, secrets detection), FinOps (AI cost tracking and budgets), Observability (agent tracing), Smart Router (17+ models, 9 providers), Trust Score (governance scoring 0-100), Memory (persistent agent memory), ThinkSecure (runtime security + SOC2/GDPR audit), and A2A Lite (agent-to-agent protocol). 37 tools total, TNC credits
    4
    1
    MIT
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    Analytical memory for AI agents: a real Postgres your agent connects to over MCP and queries in plain English — GROUP BY, JOIN, aggregate over what it remembered, not just top-k vector recall.
    8
    5
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    A collection of MCP servers for enterprise workflows including data acquisition, analysis, financial modeling, deep research, report generation, and knowledge governance. Provides a standalone MCP runtime with domain-specific tools and resources.
    1
    MIT
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    This project is based on the Knowledge Graph Memory Server from the MCP servers repository and retains its core functionality.
    44
    350
    MIT
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    MCP server for foldkit, exposing 7-prime spine, κ-bands, and fold operations as tools and resources, enabling fold operations, κ-band classification, and state probing in any MCP client.
    MIT
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    An orchestration system that coordinates multiple MCP servers to eliminate AI session startup overhead through intelligent project caching. It enables instant context loading and conversation continuity by synchronizing data across Memory, Filesystem, Git, and Database MCPs.
    5
    MIT
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    An efficient MCP server for Buildin.ai that provides readonly access to search and retrieve full text of pages.
    10
    MIT
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    A production-friendly memory platform with an MCP server interface, combining structured memory, semantic retrieval, knowledge graph operations, cross-session context, and safety controls.
    MIT