Knowledge & Memory MCP Servers
RAG, knowledge bases, documentation retrieval, memory, semantic search, and contextual recall.
Sensegrep
Published by GitHub account Stahldavid
Sensegrep is a local MCP server that lets an AI assistant search a codebase by meaning, exact text, and AST structure instead of plain grep.
Dyer Md
Published by GitHub account Srishesh-Archik
A local MCP server that exposes a dyer.md Markdown vault to an AI assistant as a knowledge source.
doc-scraper
Published by GitHub account Sriram-PR
Crawl documentation sites into local corpora agents can search, read, and diff fully offline.
repo2graph
Published by GitHub account Srinivasan-78
Local MCP server that indexes a codebase into a call/import graph and returns cited, token-bounded source answers to an assistant.
Sprintra
Published by GitHub account Sprintra-io
Sprintra is an AI-native project management server that gives coding agents persistent memory of projects, features, sprints, decisions and documents.
Nelly the Elephant
Published by GitHub account SpicyRiceCakes
Lets an assistant search and revisit your past Claude Code session transcripts stored locally, across all projects.
SpecLeft
Published by GitHub account SpecLeft
Local MCP server for SpecLeft, letting an assistant read and create Markdown feature specs, track pytest coverage, and generate test skeletons.
MCP Registry Search
Published by GitHub account Spacemandomains
Remote MCP server that lets an assistant search, browse and inspect every server listed in the official Model Context Protocol registry.
Machine Library
Published by GitHub account SpaceFrontiers
Machine Library lets an assistant search cited papers, books, patents, standards, Wikipedia and social posts, and fetch bounded full text with source URIs.
Openunfurl
Published by GitHub account SolvoHQ
A remote, no-signup MCP server that fetches link-preview metadata (title, description, image, site name, favicon, oEmbed) for any public URL.
Dependency Migration Mcp
Published by GitHub account SolvoHQ
A local MCP server that gives coding agents structured migration briefs for major-version dependency upgrades, covering breaking changes and stale-API pitfalls.
Atlaspi
Published by GitHub account Soil911
Lets an assistant query a structured historical geography database of polities, borders, events and chains from 4500 BCE to today.
OSS Snowflake MCP Server
Published by GitHub account Snowflake-Labs
Connects an assistant to Snowflake to run SQL, manage objects, and query Cortex Search, Analyst, and Semantic Views.
Snipara Project Intelligence
Published by GitHub account Snipara
Hosted MCP server that gives AI agents source-backed project context, memory, code-impact awareness and workflow continuity for a connected project.
Anylens
Published by GitHub account Slowper
Turns videos, PDFs, screenshots and articles into cached, timestamp- or page-anchored analyses that an assistant can query through different lenses.
Rekindle
Published by GitHub account Skitchy
Local MCP continuity engine that stores memories in SQLite and orients an assistant at session start with boot reports, checkpoints and compaction captures.
Sippion
Published by GitHub account Sitten-Tokyo
A local, read-only MCP server whose single tool returns small, relevant repository excerpts so AI coding agents use fewer tokens.
Claude Amplifier
Published by GitHub account Sisuthros
Gives Claude persistent memory and decision tracking across sessions, stored locally in SQLite.
Chron
Published by GitHub account SirinivasK
Chron keeps a timestamped local audit log of every AI conversation, stored in a SQLite database on your own machine.
JVM Source Lens
Published by GitHub account Sintexer
A local MCP server that gives coding agents Gradle-accurate JVM classpath lookups: class search, structure, signatures and source for the exact library versions
Ckb
Published by GitHub account SimplyLiz
Local code-intelligence MCP server that turns a repository into a queryable knowledge base for navigation, impact analysis, ownership and architecture…
Memory Engine MCP
Published by GitHub account SimoneB79
Local-first long-term memory for AI assistants, storing typed atoms and bonds in SQLite with hybrid full-text and semantic recall.
Heropedia
Published by GitHub account SiliconRoshiBill
A remote, read-only MCP server that lets an assistant look up 324+ expert personas and fetch their canonical prompts to answer in that expert's voice.
Getprompts
Published by GitHub account Sidsaladi9
Local MCP server that lets an assistant search a library of 1,000+ ready-made AI prompts from getprompts.org.