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"Hybrid Memory Models Combining Relational, Graph, and RAG Approaches" matching MCP servers:

  • oracle-models

    vanppsa
    A
    license
    A
    quality
    B
    maintenance
    Classifies development task complexity (LIGHT/MEDIUM/HEAVY) and recommends the most cost-efficient AI model per provider, enabling optimized model selection for coding tasks.
    Last updated
    3
    26
    MIT

  • graph-lending-mcp

    PaulieB14
    A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes unified AI-friendly tools over Messari's standardized lending subgraphs on The Graph. One natural-language query → fan out across 40+ lending protocols on multiple chains → get back structured, comparable data.
    Last updated
    19
    3
    1
    MIT

  • graph-lido-mcp

    Tango86
    F
    license
    A
    quality
    D
    maintenance
    MCP server for querying Lido liquid staking protocol data via The Graph's decentralized network, providing tools for staking stats, APR, withdrawals, node operators, and governance.
    Last updated
    20

  • graph-tool-call

    SonAIengine
    A
    license
    A
    quality
    A
    maintenance
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    6
    MIT

  • graph-polymarket-mcp

    PaulieB14
    A
    license
    A
    quality
    C
    maintenance
    An MCP server that enables querying Polymarket prediction market data through The Graph subgraphs. It provides tools for accessing market stats, trader P\&L, user positions, and orderbook activity using AI agents.
    Last updated
    31
    128
    3
    MIT

  • Graph AAVE MCP

    PaulieB14
    A
    license
    A
    quality
    A
    maintenance
    MCP server for querying AAVE V2/V3 lending protocol and governance data via The Graph subgraphs. Exposes 14 tools and 5 guided prompts that any AI agent (Claude, Cursor, Copilot, etc.) can use to query lending markets, user positions, health factors, liquidations, flash loans, rate history, and AAVE governance — across 7 chains (Ethereum, Base, Arbitrum, Polygon, Optimism, Avalanche, Fantom) via
    Last updated
    40
    133
    2
    MIT

  • Memory MCP

    dannymaaz
    A
    license
    C
    quality
    D
    maintenance
    Persistent project memory for AI models and coding agents. Memory MCP stores architecture, decisions, tasks, warnings, preferences, and session state in Supabase so OpenCode, Claude Code CLI, Qwen Code, Codex, or any MCP-compatible client can resume work without losing context.
    Last updated
    22
    1
    MIT

  • ms-graph-mcp

    MSPbotsAI
    A
    license
    -
    quality
    C
    maintenance
    Exposes Azure Entra ID user and license management as MCP tools over HTTP-SSE, enabling operations such as user creation, group assignment, and license management via Microsoft Graph API.
    Last updated
    Apache 2.0

  • America's Law Graph

    edgardomunoznajar
    A
    license
    -
    quality
    D
    maintenance
    Provides access to 529,000+ US statute sections across all 50 states and federal codes for comprehensive legal research. Supports semantic search, citation graph traversal, jurisdictional comparisons, and regulatory risk analysis through natural language queries.
    Last updated
    71
    2
    MIT

  • Models PLUS

    Vivek-k3
    A
    license
    -
    quality
    C
    maintenance
    Provides comprehensive AI model metadata through MCP, enabling search and filtering of 100+ AI models by capabilities, pricing, context length, and provider specifications.
    Last updated
    MIT

  • ms-graph-dev

    stubbedev
    A
    license
    -
    quality
    C
    maintenance
    Helps construct and validate Microsoft Graph REST API calls with on-demand tool loading, providing request details, required permissions, and code examples for categories like users, files, mail, calendar, groups, notes, tasks, sites, and subscriptions.
    Last updated
    15
    MIT

  • memory-mcp

    isaacriehm
    A
    license
    -
    quality
    D
    maintenance
    A self-organizing, persistent semantic memory layer that enables AI agents to store, categorize, and retrieve information using hybrid vector and keyword search. It features autonomous chunking, deduplication, and hierarchical taxonomy management through a PostgreSQL-backed MCP server.
    Last updated
    1
    MIT

  • MCP-RAG Server

    sourangshupal
    F
    license
    -
    quality
    D
    maintenance
    Implements Retrieval-Augmented Generation (RAG) using GroundX and OpenAI, allowing users to ingest documents and perform semantic searches with advanced context handling through Modern Context Processing (MCP).
    Last updated
    5