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  • F
    license
    Not graded
    quality
    D
    maintenance
    Automatically discovers database schema, performs data quality checks on tables and columns, and generates natural-language root cause analysis reports using Ollama LLM.
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  • A
    license
    A
    quality
    A
    maintenance
    Seven-layer agent memory over MCP. zenbrain_store routes each memory itself: steps to a procedure, emotional weight to an episode, high confidence to a pinned core memory, the rest to a semantic fact. zenbrain_recall returns each result with its id and layer; zenbrain_forget deletes one memory by both; zenbrain_consolidate runs one sleep-like pass. Local SQLite file, no account, no network call.
    4
    27
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Carbon-aware MCP scheduler that defers "do it later" / "by tomorrow" / "overnight" LLM tasks to the cleanest electricity-grid hour inside a deadline — 40-70% lower CO2 per task, 50% cheaper via Anthropic/OpenAI Batch APIs. 9 MCP tools, per-task carbon receipts to local SQLite, Apache-2.0.
    9
    1
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Auditable long-term memory for coding agents: facts carry their evidence and full supersession history, so why explains where a belief came from and forget retires instead of deleting. Runs embedded on a keyless SQLite store (npx -y statecore-mcp) with optional LLM distillation and a self-hosted StateCore server mode.
    6
    23 npm
    1
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    QueryBridge is a local AI application that connects a MySQL database to an Ollama-powered language model through an MCP (Model Context Protocol) tool server. It lets you ask natural-language questions about your data while keeping database access structured, safe, and local.
    3
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  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that coordinates Mistral API calls across multiple processes/clients using a shared SQLite queue, enforcing automatic rate limiting and priority-based queuing.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    A local-first, multi-provider cost meter for LLM usage, exposed as MCP tools. Captures every call into a local SQLite ledger and lets any coding agent query spend, compare providers, and get recommendations — no cloud, no account. First-class support for Chinese providers (Qwen, DeepSeek) alongside Anthropic and OpenAI.
    7
    40 PyPI
    5
    MIT
  • F
    license
    A
    quality
    C
    maintenance
    Enables read-only access to a PostgreSQL database, allowing users to inspect schema, generate SQL from natural language, and execute read-only queries via MCP.
    5
    -
  • A
    license
    A
    quality
    B
    maintenance
    YourMemory is an MCP server that uses biological forgetting curves to automatically prune stale data and reinforce useful context for Claude agents. It beats Mem0 by 16% on benchmarks and runs fully locally with zero LLM overhead via spaCy and SQLite.
    5
    270
    Creative Commons Attribution Non Commercial 4.0 International
  • A
    license
    A
    quality
    A
    maintenance
    Persistent, local-first graph memory for AI coding agents. Provides durable cross-session memory via a local SQLite knowledge graph with typed relationships.
    6
    1
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides AI-powered search capabilities including web, academic, YouTube, Reddit search and writing assistance via Perplexica.
    7
    7
    MIT