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  • A
    license
    A
    quality
    A
    maintenance
    Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.
    Last updated
    25
    1,245
    3,117
    AGPL 3.0
  • F
    license
    A
    quality
    B
    maintenance
    Provides tools for optimizing, fine-tuning, and deploying large language models with Unsloth, enabling 2x faster training with 80% less memory through model loading, fine-tuning, text generation, and model export capabilities.
    Last updated
    6
    5
  • A
    license
    B
    quality
    B
    maintenance
    Portable, auditable, local-first MCP memory for MCP-compatible AI agents and coding workflows. It keeps durable project memory outside the model runtime, compresses continuity into smaller working packs, and carries forward operational state so agents can resume with less repetition.
    Last updated
    28
    32
    Apache 2.0
  • A
    license
    C
    quality
    C
    maintenance
    Lens-MCP is a read-only Postgres MCP server that lets AI agents inspect and query approved database data safely.
    Last updated
    4
    1
    MIT
  • A
    license
    -
    quality
    C
    maintenance
    An MCP server that provides a flexible lens into directory structures and files, enabling LLM clients to efficiently navigate and understand codebases with minimal noise. It offers secure, gitignore-aware file access with tools like directory listing, file reading, and grep-like search.
    Last updated
    1
    MIT
  • A
    license
    -
    quality
    C
    maintenance
    Enables AI assistants like Claude or ChatGPT to query OpenRouter's 300+ models for pricing, context length, capabilities, and rankings through tools such as model-card, compare-models, cheapest-for, cost-estimator, and usage-rankings, using a public, key-less API with 6-hour caching.
    Last updated
    57
    MIT
  • A
    license
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    quality
    C
    maintenance
    Securely connect AI assistants to PostgreSQL databases with read-only access, schema discovery, querying, and performance analysis tools.
    Last updated
    4
    MIT
  • A
    license
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    quality
    C
    maintenance
    Provides AI agents with deep visibility into a running web page's UI by capturing DOM, styles, and screenshots through a lightweight bookmarklet. It facilitates design-to-code comparisons, accessibility audits, and automated CSS debugging directly within an IDE.
    Last updated
    20
    3
    MIT
  • A
    license
    -
    quality
    C
    maintenance
    Acts as a proxy/router for multiple downstream MCP servers, exposing only meta-tools to the host to reduce token usage, enabling efficient search and invocation of tools from a fleet of servers.
    Last updated
    MIT