Skip to main content
Glama

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

X
11,295 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Ollama MCP Server

    hyzhak
    A
    security
    -
    license
    A
    quality
    A bridge that integrates Ollama's local LLM capabilities into MCP-powered applications, enabling users to run, manage, and interact with AI models locally with full control and privacy.
    Last updated -
    9
    33
    4
    MIT License
    • Apple

  • mcp-server-ollama-deep-researcher

    Cam10001110101
    A
    security
    -
    license
    A
    quality
    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
    Last updated -
    3
    14
    MIT License
    • Apple
    • Linux

  • Enterprise Code Search MCP Server

    damian-pramparo
    A
    security
    -
    license
    A
    quality
    Enables semantic code search across local projects and Git repositories using AI embeddings with ChromaDB. Supports both OpenAI and local Ollama models for private, enterprise-ready code analysis and similar code discovery.
    Last updated -
    4
    3
    MIT License

  • RanchHand

    anteew
    A
    security
    -
    license
    A
    quality
    Enables interaction with OpenAI-compatible APIs (like Ollama) through MCP tools. Provides access to chat completions, model listings, and embeddings generation from local or remote OpenAI-style endpoints.
    Last updated -
    3

  • Multi-Model Advisor

    YuChenSSR
    A
    security
    -
    license
    A
    quality
    An MCP server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question for more comprehensive answers.
    Last updated -
    2
    65
    MIT License
    • Apple

  • Weather MCP Server

    codewith1984
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol compatible server that provides weather information for any city using Ollama's LLM capabilities through an exposed get-weather tool.
    Last updated -
    1

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • Ollama MCP Server

    NightTrek
    A
    security
    -
    license
    A
    quality
    A bridge that enables seamless integration of Ollama's local LLM capabilities into MCP-powered applications, allowing users to manage and run AI models locally with full API coverage.
    Last updated -
    10
    72
    • Apple

  • Deepseek Thinker MCP Server

    ruixingshi
    A
    security
    -
    license
    A
    quality
    Provides reasoning content to MCP-enabled AI clients by interfacing with Deepseek's API or a local Ollama server, enabling focused reasoning and thought process visualization.
    Last updated -
    1
    31
    64

  • Ontology MCP

    bigdata-coss
    A
    security
    -
    license
    A
    quality
    A Model Context Protocol (MCP) server that connects GraphDB's SPARQL endpoints and Ollama models to Claude, enabling Claude to query and manipulate ontology data while leveraging various AI models.
    Last updated -
    28
    2
    MIT License
    • Apple
    • Linux

  • MindBridge MCP Server

    pinkpixel-dev
    A
    security
    -
    license
    A
    quality
    An AI router that connects applications to multiple LLM providers (OpenAI, Anthropic, Google, DeepSeek, Ollama, etc.) with smart model orchestration capabilities, enabling dynamic switching between models for different reasoning tasks.
    Last updated -
    3
    20
    21
    MIT License
    • Linux
    • Apple

  • Reviewer MCP

    jaggederest
    A
    security
    -
    license
    A
    quality
    An MCP service that provides AI-powered development workflow tools including specification generation, code review, and project management with support for both OpenAI and Ollama models.
    Last updated -
    8
    MIT License

  • Just Prompt

    disler
    A
    security
    -
    license
    A
    quality
    A lightweight MCP server that provides a unified interface to various LLM providers including OpenAI, Anthropic, Google Gemini, Groq, DeepSeek, and Ollama.
    Last updated -
    6
    654

  • MCP Ollama Server

    emgeee
    A
    security
    -
    license
    A
    quality
    MCP Ollama server integrates Ollama models with MCP clients, allowing users to list models, get detailed information, and interact with them through questions.
    Last updated -
    3
    27
    MIT License
    • Apple

  • MCP Deepseek Agent Server

    -
    security
    -
    license
    -
    quality
    Enables seamless AI integration via Ollama's Deepseek model, providing protocol compliance and automatic configuration for clean AI-driven interactions.

  • File System MCP Server

    terzeron
    -
    security
    -
    license
    -
    quality
    Automates file system operations through natural language commands using a combination of LLM (Ollama), MCP tools, and a Python bridge agent.
    Last updated -

  • MCP (Model Context Protocol) Server

    HarishGangula
    -
    security
    -
    license
    -
    quality
    A TypeScript implementation of a Model Context Protocol server and client that enables interaction with language models (specifically Mistral running on Ollama).
    Last updated -

  • translator-ai

    DatanoiseTV
    -
    security
    -
    license
    -
    quality
    Enables translation of JSON i18n files to multiple languages using various AI providers (Google Gemini, OpenAI, Ollama/DeepSeek) with intelligent caching and deduplication.
    Last updated -
    7
    3
    • Apple
    • Linux

  • Zen MCP Server

    199-biotechnologies
    -
    security
    -
    license
    -
    quality
    Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) for enhanced development capabilities including extended reasoning, collaborative development, code review, and advanced debugging.
    Last updated -
    • Apple
    • Linux

  • Self-hosted LLM MCP Server

    Krishnahuex28
    -
    security
    F
    license
    -
    quality
    Enables interaction with self-hosted LLM models via Ollama and Supabase database operations. Supports text generation, SQL queries, and data storage/retrieval through natural language commands.
    Last updated -

  • RagDocs MCP Server

    heltonteixeira
    -
    security
    -
    license
    -
    quality
    Provides RAG capabilities for semantic document search using Qdrant vector database and Ollama/OpenAI embeddings, allowing users to add, search, list, and delete documentation with metadata support.
    Last updated -
    4
    16
    Apache 2.0

  • MCP Sample Chat

    -
    security
    -
    license
    -
    quality
    A local LLM chat application implementing the Model Control Protocol (MCP) architecture with Ollama, FastAPI, and Gradio that demonstrates clear separation of model, control, and presentation layers.

  • Financial AI Agent System

    NBWolfer
    -
    security
    -
    license
    -
    quality
    A Node.js-based AI agent system using Model Context Protocol (MCP) that provides financial analysis and portfolio management services through LangChain and Ollama-powered local AI models.
    Last updated -

  • Model Context Protocol Server

    arkeodev
    -
    security
    -
    license
    -
    quality
    Provides a standardized protocol for tool invocation, enabling an AI system to search the web, retrieve information, and provide relevant answers through integration with LangChain, RAG, and Ollama.
    Last updated -
    2
    MIT License

  • MCP - Model Context Protocol

    eversonpereira
    -
    security
    -
    license
    -
    quality
    A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.
    Last updated -

  • MCP HTTP TAVILY DATE OAUTH

    growley
    -
    security
    -
    license
    -
    quality
    Enables web searches using TAVILY API with fallback to DuckDuckGo, datetime queries, and optional Ollama AI processing. Features HTTP transport with OAuth2 authentication for secure access to search capabilities.
    Last updated -

  • MCP Base

    jsmiff
    -
    security
    -
    license
    -
    quality
    A generic Model Context Protocol framework for building AI-powered applications that provides standardized ways to create MCP servers and clients for integrating LLMs with support for Ollama and Supabase.
    Last updated -

  • OpenBanking MCP Server

    NBWolfer
    -
    security
    -
    license
    -
    quality
    An MCP server that integrates with local Ollama LLMs to provide financial analysis through four specialized agents (Market Analyst, Portfolio Manager, Risk Analyst, and Explainability Agent) with comprehensive banking tools.
    Last updated -

  • Fusion 360 MCP

    jaskirat1616
    -
    security
    -
    license
    -
    quality
    Enables AI-powered parametric CAD design in Autodesk Fusion 360 through natural language commands. Supports multiple AI backends (Ollama, OpenAI, Gemini, Claude) with intelligent routing and safety validation for geometric operations.
    Last updated -
    1
    MIT License
    • Apple

  • MCP Image Validator

    AronMav
    -
    security
    F
    license
    -
    quality
    Enables Claude and other MCP clients to analyze and describe images using the Qwen3-VL vision model (235B parameters) through Ollama Cloud API, supporting multiple image formats without requiring local GPU.
    Last updated -

  • GitHub PR Review Server

    heruujoko
    -
    security
    -
    license
    -
    quality
    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.
    Last updated -
    5
    • Apple
    • Linux

  • Image Analyzer MCP Server

    lucoo01
    -
    security
    -
    license
    -
    quality
    Enables local image analysis using Ollama AI models with complete privacy protection. Supports image content analysis, OCR text extraction, UI design analysis, and batch processing without requiring API keys or uploading data.
    Last updated -
    MIT License
    • Apple
    • Linux

  • MCP Server Demo

    -
    security
    -
    license
    -
    quality
    A Python-based Model Context Protocol server with Streamlit chat interface that allows users to manage a PostgreSQL database through both web UI and MCP tools, powered by Ollama for local LLM integration.