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"Connecting external data sources for contextual LLM calls" matching MCP servers:

  • Contextual MCP Server

    NitishGourishetty
    F
    license
    C
    quality
    D
    maintenance
    Provides RAG (Retrieval-Augmented Generation) capabilities via Contextual AI, enabling query processing and context-aware responses with citations. Integrates with MCP clients like Cursor IDE and Claude Desktop.
    1

  • LLM Radar

    ajentsor
    A
    license
    A
    quality
    F
    maintenance
    MCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.
    4
    MIT

  • local-llm-mcp

    naka-koma
    A
    license
    A
    quality
    B
    maintenance
    A thin MCP server that delegates lightweight tasks from Claude Code or any MCP-compatible client to local or cloud LLMs via LiteLLM, supporting models like Ollama and cloud APIs as subagents.
    1
    MIT
  • LLM Pulse MCP Server by LLM-Pulse

    LLM Pulse MCP Serverofficial

    LLM-Pulse
    A
    license
    A
    quality
    B
    maintenance
    Monitors brand mentions, citations, sentiment, competitor share of voice, and GEO performance across AI search engines.
    1
    MIT

  • mcp-data-pipeline-connector

    dbsectrainer
    A
    license
    A
    quality
    C
    maintenance
    Unified MCP server for querying CSV, Postgres, and REST API data sources via embedded DuckDB, enabling cross-source SQL joins with no external query service.
    7
    30
    MIT

  • llm-wiki-mcp

    GMRoadlander
    A
    license
    A
    quality
    B
    maintenance
    An MCP server for a plain-markdown LLM wiki vault with YAML frontmatter and Obsidian-style wiki-links, enabling headless full-text search, note reading, backlink discovery, and safe append/create-only writing with path traversal protection and an immutable raw/ directory.
    5
    MIT

  • LLM Usage & Cost Tracker

    zhaoyue722
    A
    license
    A
    quality
    A
    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
    3
    MIT

  • llm-cli-gateway

    verivus-oss
    A
    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) gateway for running Claude Code, Codex, Gemini, Grok, and Mistral (Vibe) CLIs from one MCP endpoint, with durable async jobs, session continuity, cache-aware prompting, observability, and personal-appliance setup tooling. Why developers try it: one local MCP endpoint for cross-LLM validation, multi-agent coding workflows.
    63
    160
    13
    MIT

  • ypollak2/llm-router

    ypollak2
    A
    license
    A
    quality
    A
    maintenance
    Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.
    60
    71
    MIT

  • data-explore

    Mingwei2
    F
    license
    A
    quality
    D
    maintenance
    An MCP server for dataset exploration and analysis, enabling LLM clients to perform summary, correlation, distribution, missing value analysis, data cleaning, and statistical tests directly on CSV files.
    3

  • llm-wiki-mcp

    jaronlu
    A
    license
    B
    quality
    B
    maintenance
    An MCP server that provides AI agents with a governed wiki requiring human approval before any formal page update, combining structured knowledge management with safe, auditable writes.
    14
    MIT

  • LLM Bridge MCP

    sjquant
    A
    license
    B
    quality
    C
    maintenance
    Enables AI agents to interact with multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek) through a standardized interface, making it easy to switch between models or use multiple models in the same application.
    1
    6
    MIT