Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Simulatte
io.github.Iqbalahmed7
Run synthetic research studies from any MCP client. 25+ SKUs + cross-study insights.
Jarroba Tools · Logs
io.github.Invarato
Lets your AI read a CI log far too big for its context. 11 tools, takes a file path.
Persome
io.github.Intuition-Lab
Local-first personal memory and model server for trusted MCP agents on macOS.
Context Sync
io.github.Intina47
Universal AI Memory - Sync context across Claude, VsCode, Cursor, Continue, Windsurf, Zed & more
Mcp File Processor
io.github.IntelagentStudios
Text extraction, keyword extraction, language detection, and chunking for RAG
Sponsorbook
io.github.Influship
Research YouTube sponsors, inspect sponsorship evidence, and manage brand lists with Sponsorbook.
Mcp Server Spira
io.github.Inflectra
A Model Context Protocol (MCP) server enabling AI assistants to interact with Spira by Inflectra.
Contextful
io.github.Inferensys
Efficient context management: code search, evidence packs, and memory for coding agents.
India Company & Director Data
io.github.IndoTender
Indian company registry research and director-related company due diligence.
Mcp Server
io.github.IndirectTek
Elixium AI — XP-native agile platform. TDD-gated stories, team decisions, learning loop.
Memograph
io.github.Indhar01
Graph-based memory system for LLMs with knowledge graphs and semantic search.
Bollard MCP
io.github.ImDeepaksingh
An AI-powered, safe database access gateway built on the Model Context Protocol (MCP).
hypruse
io.github.IlyasKhallouki
Computer use for Hyprland: semantic desktop state over IPC, plus vision and native input
Marzban MCP
io.github.Ilmar7786
Manage Marzban panels through the Model Context Protocol.
Misakanet
io.github.Ikalus1988
Failure-memory layer for coding agents: search evidence-rated failure lessons by error text.
MCP Memory Gateway
io.github.IgorGanapolsky
Pre-action gates that block AI agents from repeating known mistakes.
Ignite UI MCP Server
io.github.IgniteUI
Unified MCP server for Ignite UI — documentation, API, and CLI scaffolding
OpenGrok MCP Server
io.github.IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.
OpenGrok MCP Server
io.github.IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across massive codebases.
Atlas Pipeline
io.github.IamNishant51
7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize
IMAGIN.studio API Docs
io.github.IMAGINstudio
Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.
Paparats – Local Semantic Code Search MCP
io.github.IBazylchuk
Local-first semantic code search across all your repos. Private context for AI coding assistants.
Onecite
io.github.HzaCode
Generate academic citations from DOI, arXiv, titles, or URLs in BibTeX, APA, MLA formats.
Collective Memory
io.github.Hustada
MCP server for persistent, semantic memory across AI sessions