C

Calypso Multimodal RAG MCP

Offiziell

io.github.calypso-so

Calypso multimodal RAG for grounded answers from docs, images, charts, and knowledge.

M

MCP Ragchat

gogabrielordonez

Add RAG-based AI chat to any website: local vector store, OpenAI, Anthropic or Gemini models, a self-contained chat server and an embeddable widget.

@

@allpepper/memory Bank

arpepper

MCP server for remote management of project memory banks

S

Second Brain

Offiziell

io.github.ara-5

Shared Graph-RAG memory for AI agents: markdown vault, wikilink recall, tasks, messaging.

S

Sovseal Memory

Offiziell

io.github.bobybarack

Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.

M

MCP Factcheck

Offiziell

io.github.carlisia

An MCP server that validates content against MCP specification using semantic search and AI

Q

Quickchat Ai

incentivai

Expose your Quickchat AI agent as an MCP server, giving AI apps real-time access to its knowledge base and conversational capabilities.

M

Memoro

Offiziell

io.github.circassian1977-byte

Personal AI memory layer on your own computer. Read/write durable memory across MCP clients.

M

MCP Apple Notes

Dan8Oren

Local semantic search and RAG over Apple Notes with on-device embeddings, full CRUD, folder management and fuzzy title matching.

A

Apple Notes

Offiziell

io.github.connerkward

Semantic search + connection-discovery across your own Apple Notes (bridges, synthesis).

C

Contextq

Offiziell

io.github.contextq

Persistent memory, hybrid search and a goal graph for AI agents, over stdio or remote HTTP.

R

Rag Rat

Offiziell

io.github.cq27-dev

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

A

Afterpaths

Offiziell

io.github.burnssa

Session memory for AI coding agents. Search past sessions, extract rules, and track what works.

D

Darwin RAG

Offiziell

io.github.Brightdotdev

Local-first RAG engine with MCP server for AI agent integration.

C

Contextual

Offiziell

io.github.Contextual-Laboratories

Persistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.

E

Echo Memory

Offiziell

io.github.ayushcodes10

Shared memory for AI agents, as a graph in your own Postgres. Writes never call an LLM.

A

Agent Memory

Offiziell

io.github.theprodsde

Persistent agent memory with a decision layer: replay, restore, verify, or none — explainable.

@

@runpod/plugin Knowledge

GitHub Actions

The Runpod plugin's skills, reference docs, golden paths and concept graph as one JSON bundle, for programs such as the Runpod MCP server

@

@lensmcp/memory Tracker

davidmantoon

LensMCP container/memory mutation tracking (Map/Set/Array instrumentation).

O

OraFabric Medical Ontology Knowledge Base

Offiziell

com.orafabric

Expert-structured medical ontologies, relationships, and evidence for AI research and reasoning.

M

Memory MCP Lite

Offiziell

io.github.thuupx

A lightweight, structured, token-efficient local-first MCP memory server

T

Tdai Memory

Offiziell

io.github.tinhien11

Local-first MCP memory server for coding agents. No API key, no cloud. SQLite + FTS5 + sqlite-vec.

O

Open Context Mode

zademy

OpenCode plugin + MCP server that saves 98% of your context window. Sandboxed code execution, FTS5 knowledge base, and intent-driven search.

T

Tribal

Offiziell

io.github.tribal-memory

Self-hosted semantic memory over MCP for an engineering team's tacit knowledge. Needs Postgres.

A

Audio & Video To Text (SRT, VTT, RAG Chunks)

Offiziell

io.github.BrunenJere

Transcribes audio and video files to text, SRT, VTT and timestamped chunks for RAG.

@

@plur Ai/mcp

plur9

PLUR MCP server — persistent memory tools for any AI agent

M

MFlow

Offiziell

io.m-flow

Shared task board and knowledge base for AI coding agents

M

Maindex Expert Memory Service

Offiziell

io.maindex

Team-shared memory MCP: 15 tools, search, links, collections, bulk ops, Teams workspaces.

M

Maindex Smart Memory Service

Offiziell

io.maindex

Simple agent memory MCP: keep, recall, update, forget; shared team graph on Maindex.

M

Mapleai

Offiziell

io.github.veenrek

Pay-per-request GPT chat, embeddings, agents and prepaid keys with local x402 USDC signing

V

VerifiedState Memory

Offiziell

io.github.verifiedstate

Verified memory for AI agents. Signed assertions, billing attestation, session continuity.

V

Vectorsearch

Offiziell

io.github.CloudCorpRecords

Store and retrieve text in a Qdrant vector database by similarity search.

F

Flakiness Knowledge Graph

Offiziell

io.github.vola-trebla

MCP server + Playwright reporter that builds a flakiness knowledge graph from test run history

M

Memforge Memory

Offiziell

io.github.volsier

Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

V

Vortex Notes

Offiziell

io.github.vortex-303

E2E-encrypted markdown notes as shared memory for you and your agents, with local semantic search.

R

Repofind

Offiziell

io.github.CloudCorpRecords

Local codebase search for agents: hybrid keyword/semantic search, locate, expand, related code.