N

NervaPack

Offiziell

io.github.ramdhavepreetam

Offline codebase knowledge graph: 91% token reduction vs naive RAG, plus cross-session agent memory.

M

Memory Nexus

Offiziell

io.github.KairosMobius

Persistent semantic memory for AI agents with knowledge graphs and Intelligence Packs.

T

TMCRA Agent Memory

Offiziell

io.github.reshuibuduo

Role-aware Agent memory with cross-session recall, durable writes, and multi-Agent project scope.

M

Minutes

Offiziell

io.github.silverstein

The private, owned conversation-memory layer for AI. Record, transcribe, and search every meeting.

M

MCP External Memory

Offiziell

io.github.daedalus

An MCP server that gives LLMs persistent, searchable semantic memory

M

Memory Kernel

Offiziell

io.github.Artem362

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

C

Criterion

Offiziell

io.github.BalajSaleem

Semantic search across 6,236 Quran verses and 12,416 authentic Hadiths for Islamic guidance.

O

Obsidian Brain

Offiziell

io.github.sweir1

Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

@

@memmo/cli

mxbenjaminbeguin

Long-term memory for AI coding agents — CLI + MCP server for Claude Code.

G

Gigachat

Offiziell

io.github.theYahia

MCP server for GigaChat — AI chat, embeddings, image generation (Russia)

@

@getdomovoi/osnova

GitHub Actions

Deterministic code map for AI coding agents: a tree-sitter symbol and call graph served over MCP and a CLI, with no embeddings, network or telemetry.

M

Moltline Recall

Offiziell

com.moltlinestudio

A portable knowledge-graph memory you pass in and get back. No database. 4 of 6 free.

M

MCP Knowledge Gaps

Offiziell

io.github.onetrueclaude-creator

Find what your knowledge base mentions but doesn't actually explain.

F

Forensic Deepdive

Offiziell

io.github.Dhevenddra

Persistent code knowledge graph + 9 composite MCP tools for AI coding agents.

N

Nan

GitHub Actions

MCP server exposing NaN API tools: image generation/editing (flux-2-klein), TTS (kokoro), STT (whisper), embeddings and rerank

C

Codeseeker

juanghiri

Graph-powered code intelligence for Claude Code. Semantic search + knowledge graph for better AI code understanding.

W

World Model

Offiziell

io.github.SaravananJaichandar

Temporal knowledge graph for codebases with constraint enforcement at the edit boundary.

A

Agent Rag

lsarmientov_27

Deterministic, namespace-isolated document retrieval with a CLI and MCP server.

R

Run Memory

Offiziell

com.botrecipe

Checkpoint and resume for AI agent runs, so crashed runs pick up where they left off.

H

H Index

Offiziell

ai.xr-utilities

Capability registry for the agentic economy. Semantic search over verified MCP server listings.

M

Memory

Offiziell

com.cortex-mem

Shared, persistent memory for AI agents — works with Claude, Kiro, Cursor, or any MCP client.

U

URL To Clean Markdown For LLMs & RAG

Offiziell

io.github.eltociear

Fetch URLs and return clean Markdown for RAG — nav, ads and boilerplate stripped.

@

@mrfentmen/mitre Attack

mrfentmen

Search the MITRE ATT&CK enterprise knowledge base for adversary techniques and tactics.

C

Cortex

gzoonet

Local-first developer knowledge graph: watches project files, extracts entities and relationships with LLMs, and offers queries, a web dashboard and a CLI.

P

Pinecone

Offiziell

com.mcparmory

Create and manage vector database indexes, backups, and collections

O

Opdstar Nhi

tatsuju

Taiwan National Health Insurance (NHI) data: rejection codes, ICD-10 to procedure mappings, audit indicators and semantic search over NHI documentation.

M

Memory Key Count

Offiziell

io.github.sadri-dridi

Count keys in a JSON object. Values discarded.

V

Vibo Memory

Offiziell

io.github.vnbochkarev-netizen

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory.

H

Heropen — AI Agent Memory

Offiziell

net.heropen

Persistent memory for AI agents: local-first MCP server, zero-config. No cloud, no API keys.

C

Cloudflare Workers Ai

puspoaditya

Cloudflare Workers AI inference: LLM chat completions (Llama, Qwen, DeepSeek), BGE text embeddings and Flux image generation.

M

Mosaique

Offiziell

info.mosaique

Search and list latest international news (sources, comments, knowledge graph).

W

Wet

n24q02m

Web search via embedded SearXNG, content extraction and library docs indexing with hybrid FTS5 and semantic search using built-in Qwen3 embeddings.

Q

Qdrant MCP

Offiziell

io.github.avaazquezz

The full Qdrant API as 58 MCP tools: plain-text semantic/BM25/hybrid search and a search advisor.

N

NVIDIA NemoClaw CKG

Offiziell

io.github.Yarmoluk

NVIDIA NemoClaw knowledge graph — 55 nodes, F1 0.576 (+269% vs RAG), 11x fewer tokens. MCP-native.

S

Synapse Code

Eltortilla1

Structural code context via TypeScript AST analysis: compressed symbol indexes, dependency graphs and git diffs, without a vector database or embeddings.

O

Orihime

srinivasan-sundaresan95

Cross-repository code knowledge graph for Java, Kotlin, JavaScript and TypeScript: call-flow tracing, taint analysis, reachability and license compliance.