Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Instagit
Published by GitHub account instagitai
Instagit is a local MCP server that lets a coding agent ask AI-backed questions about any Git repository and get answers grounded in its source code.
Rootr
Published by GitHub account inspirio-co
Rootr connects an assistant to a team's Rootr knowledge workspace, letting it read, write and search docs, databases, spreadsheets, CRM and issues.
INITE Brain
Published by GitHub account inite-ai
INITE Brain's hosted MCP server; no sign-in required; Streamable HTTP; 30 tools.
ORANO MCP Server
Published by GitHub account infotik
Read-only remote MCP server that lets your own AI agent read your personal ORANO library of saved-video projects, tasks, research, roadmaps and memory facts.
Mcp Qdrant
Published by GitHub account infoinlet-marketplace
A local, read-only MCP server that lets an AI assistant inspect a Qdrant vector database: list collections, view info, browse and count points, and run searches
Mcp Notion
Published by GitHub account infoinlet-marketplace
Lets an assistant search Notion, read pages and blocks, query databases, and create pages through a local MCP server.
Mcp Memory
Published by GitHub account infoinlet-marketplace
A local MCP server that gives an AI assistant persistent, searchable memory, so it can save, retrieve and search notes across sessions with tags.
Mcp Knowledge Rag
Published by GitHub account infoinlet-marketplace
A local stdio MCP server that gives assistants permission-aware retrieval-augmented generation: ingesting documents, hybrid search and cited answers via a host
Inflectiv
Published by GitHub account inflectiv
Connects an assistant to the Inflectiv data platform to build, search and manage datasets, knowledge bases and AI agents, plus ChainAware wallet risk lookups.
Infino Ai
Published by GitHub account infino-ai
Keyword, semantic, hybrid, and SQL retrieval for AI agents, local or on Infino Cloud.
Code Context
Published by GitHub account infino-ai
Local code search for AI coding agents: hybrid keyword, semantic and SQL retrieval over an index kept inside your repository.
Anneal
Published by GitHub account imsovikde
Remote MCP endpoint for Anneal, a personal OS where an assistant can manage habits, tasks and FSRS-5 spaced-repetition study data.
Imperal MCP
Published by GitHub account imperalcloud
Wraps a coding agent with a code map, checkpoints, cross-session memory and a fact check on its answers, plus Imperal app deploy tools.
Mitre Attack Mcp Server
Published by GitHub account imouiche
Local MCP server that gives an assistant 65+ tools to query MITRE ATT&CK techniques, groups, software, campaigns and mitigations, and to build Navigator layers.
Recall
Published by GitHub account imjakezimmer32
Connects an assistant to notes, files, GitHub and Drive through one MCP endpoint.
Polypack Memory
Published by GitHub account imattau
A local MCP server that gives an assistant persistent, adaptive memory through Polypack, with tools to store, recall, link and consolidate memories.
Atlaso
Published by GitHub account imashishkh21
Atlaso is a local, open-source memory server that gives an AI assistant persistent recall stored in a local SQLite database.
Consilium Principis
Published by GitHub account ilyautov
An AI advisory board that has several thinker personas examine a decision, with quotes verified word-for-word against source texts or withheld.
Workfile
Published by GitHub account illodev
A local MCP server that lets an assistant manage repository-native work cards, docs, changelog history and durable project memory stored as Markdown files.
Wisepanel
Published by GitHub account ikoskela
Runs multi-agent AI deliberations across several model providers and streams the panel's positions, reasoning, and unresolved disagreements.
Agentpack
Published by GitHub account ihorponom
Local MCP server that keeps AI coding task state in a repo's .agentpack/ folder so a new session can resume where the last one stopped.
Page2AI — Web to Markdown
Published by GitHub account igorsaevets
Convert a web page URL to clean Markdown for LLM context. Local, no external API calls.
Redmine MCP Server
Published by GitHub account igorolv
A local MCP server that connects an AI assistant to a Redmine instance for issues, projects, wiki, attachments, time entries and release analytics.
Memshelf Mcp
Published by GitHub account ignatenkofi
A local MCP server that gives an AI assistant a git-backed memory shelf: it shelves closed topics as digest-indexed episodes and recalls them section by section