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  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables AI agents to query version-aware, source-backed knowledge through MCP, using deterministic retrieval, durable research demands, and immutable validated revisions. It provides network and domain-specific guidance without connecting to devices or executing commands.
    3
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    An MCP server over stdio that lets agents find code by meaning using local Ollama embeddings and trace callers or callees through real tree-sitter AST parsing rather than regex or keyword matching. It shares the same search and trace engine as the companion CLI, so MCP-native agents and shell-only agents get identical, reproducible results.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    { "mcpServers": { "loomem": { "command": "loomem-cli", "args": ["mcp-stdio", "--url", "http://127.0.0.1:3030"] } } }
    4
    Apache 2.0
  • A
    license
    Not graded
    quality
    C
    maintenance
    Transforms static gemini-cli documentation into a queryable RAG service, enabling developers to ask questions about Gemini CLI in natural language and receive instant, accurate answers based on the official documentation directly within their workflow.
    9
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Connect any AI client to the CaBrain memory system via MCP, exposing tools for memory recall, retain, and brain management.
    2 npm
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    MCP server that exposes 45 tools for Zotero reference management, enabling AI agents to read/write items, search, extract PDF text, and manage workspaces via the Zotero CLI.
    213
    AGPL 3.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    A lightweight, context-efficient CLI and optional stdio MCP server for semantic search, browsing, and writing to your Zotero library.
    BSD 3-Clause
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables automated GitHub Pull Request reviews using local Ollama, Cursor CLI, or Gemini CLI as AI providers. Supports customizable review prompts, comprehensive PR analysis, and optional auto-posting of reviews to GitHub.
    10 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A Model Context Protocol server that enables large language models to interact directly with Couchbase databases through natural language, supporting operations like querying buckets, performing CRUD operations, and executing N1QL queries.
    11 npm
    7
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Integrates with Robinhood API and LLMs like Perplexity to provide AI-powered portfolio rebalancing recommendations and trading analytics without executing trades directly.
    44 npm
    Apache 2.0
  • A
    license
    Not graded
    quality
    D
    maintenance
    Connects Fledge functionality to Cursor AI, allowing interaction with Fledge instances via natural language commands.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    A configurable MCP server that dynamically loads capabilities from a remote configuration to bridge MCP clients with remote APIs for executing actions, accessing resources, and utilizing prompt templates.
    284 npm
    5
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to search a catalog of SKILL.md procedures, fetch individual skill instructions and supporting resources, and obtain advisory multi-step routes through read-only tools such as search_skills, route_request, get_skill, and get_skill_resource. It returns metadata and suggestions only, never executing skills, running shell commands, or granting authority.
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    Connects Microsoft Copilot Studio to Azure SQL Databases, enabling natural language interactions for data querying, record management, and schema inspection. It features 12 specialized tools for performing CRUD operations, executing SQL queries, and generating data visualizations like charts.
    -
  • F
    license
    Not graded
    quality
    D
    maintenance
    Bridges Google's Gemini CLI with MCP-compatible clients and integrates OpenRouter API for access to 400+ AI models. Provides 33 specialized tools enabling multi-AI workflows, collaborations, and debates between Claude, Gemini, and other LLMs.
    141
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    A high-performance CLI tool that provides semantic code search, advanced architectural analysis, and codebase indexing with vector embeddings across multiple programming languages. Enables AI assistants to understand and navigate large codebases through graph-based relationships and intelligent code pattern detection.
    888
    -
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables LLMs and agents to interact with relational databases (SQL Server, MySQL, PostgreSQL) through MCP tools. Supports executing queries, inserting records, listing tables, and exposing database schemas with secure credential management.
    -
  • A
    license
    A
    quality
    C
    maintenance
    Fetch URLs and return clean, LLM-ready markdown with metadata and layered prompt injection defense. Configurable timeouts, word limits, JS rendering, and link extraction. All-in-one MCP server + CLI.
    1
    1
    MIT