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MCP Bsl Platform Help Context

Desko77

MCP-сервер: документация API платформы 1С, строгая типизация BSL, стандарты кода. Keyword, semantic и hybrid поиск для AI-ассистентов.

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MCP Turso Cloud

spences10

A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to handle both organization-level and databa

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Sqlite Memory

RMANOV

SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and cross-machine bridge sync

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Godspeed

bayshores

Free, open-source AI tutor for your classes. Claude Code, Codex or any MCP app teaches you step by step, tracks what you know in a knowledge graph, and preps you for exams. No API keys. Mac, Windows,

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Mnemos

arhuman

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

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Openbeam

kuluruvineeth

Open-source Glean for SaaS and the physical world. 87 connectors, hybrid search, autonomous agents, MCP server. Self-hosted, AGPL.

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Obsidian

maxkuminov

Self-hosted agent memory in your Obsidian vault: an MCP server with hybrid search, link graph, change feed, tasks and guarded writes, for claude.ai, ChatGPT and Claude Code.

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Claude Graph Memory

amarodeabreu

Give Claude Code a permanent memory — 100% local, zero config, graph-powered

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Engram

edg-l

MCP server in Rust for AI agent persistent memory: branch-aware session handoffs, local ONNX embeddings, SQLite-backed semantic search.

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CloudMind

evepupil

开源、用户自有、运行在个人 Cloudflare 账号中的 AI 记忆层。

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Codemem

cogniplex

A standalone Rust memory engine for AI coding assistants. Single binary, zero runtime deps. Graph-vector hybrid with MCP tools.

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Orangepro

OrangeproAI

OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and dynamic proof.

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Agent Knowledge

keshrath

Cross-session memory and recall for AI agents — git-synced knowledge base, hybrid semantic+TF-IDF search, auto-distillation with secrets scrubbing

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Graph Tool Call

SonAIengine

Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.

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Engram

rwnalds

Self-hosted MCP server + dashboard giving Claude Code, Cursor & Hermes agents shared long-term memory over a git-backed markdown vault. Agent-native, Obsidian-compatible second brain — markdown RAG, n

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Code Context Graph

tae2089

Vectorless code retrieval for AI coding agents — search code by business intent (@intent, @domainRule) over a Tree-sitter graph. Built for MSA via MCP.

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Memcp

maydali28

A persistent memory MCP server for Claude Code - Recursive Language Model integration for Claude Code inspired by MIT CSAIL paper

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Memoria

Kitzkatz

Local-first, LLM-agnostic memory system — hybrid retrieval (vector + lexical + graph), multi-signal ranking. Runs on 4GB RAM, CPU-only, no cloud.

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Code Graph Context

andrew-hernandez-paragon

A Model Context Protocol (MCP) server that builds rich code graphs to provide deep contextual understanding of TypeScript codebases to Large Language Models.

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Directory Indexer

peteretelej

MCP Server for indexing your local directories into a knowledgebase for your AI Assistants.

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Chronicler

yantrikos

Self-hosted AI roleplay client with memory that survives long campaigns — tiered canon/heuristic/reflex writes, retrieval-time privacy ACL for group chats, native MCP tool support.

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Komplyt Zero

Komplyzen

Persistent knowledge-graph memory for AI agents: MCP server on SurrealDB with spreading activation and decay

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Pipeshub Ai

pipeshub-ai

This repository contains the packages that make up Pipeshub’s local MCP server

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Second Brain

mshtawythug

Local-first personal knowledge base CLI — hybrid FTS + pgvector search, a GraphRAG entity graph, and LLM enrichment over your notes, transcripts, Slack & Gmail. Runs fully local on Ollama (no cloud, n

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Stackchan Claude Bridge

heavenchenggong

Bridge Stack-chan (xiaozhi-esp32) to Claude Code via MCP — voice-control your personal knowledge base, skills, and 30+ MCP servers through Stack-chan.

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Muse Brain

falcoschaefer99-eng

Relational memory substrate for AI agents with MCP tools, identity continuity, and self-hosted persistence.

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Zettelkasten Second Memory

cx2002302-lang

An OpenClaw (2026.4/2026.6+) and Hermes Agent plugin that turns AI conversations into a permanent Zettelkasten knowledge base — atomic notes, bi-directional links, knowledge distillation, and MCP tool

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LORE

Jatin-Roopchandani

Ask questions about the books you own: an AI reader that turns e-books into a knowledge graph and answers with every sentence cited, without spoilers past your chapter. GraphRAG + MCP.

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Codegraph Rust

sunerpy

Deterministic tree-sitter + SQLite/FTS5 code knowledge graph for coding agents and developers: symbols, calls and dependencies over a CLI, an MCP server and a local browser viewer. No AI/LLM inside; b

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Cqs

jamie8johnson

Code intelligence and RAG for AI agents. Semantic search, call graphs, impact analysis, smart context assembly - in single tool calls. 54 languages + PLC exports. 69.8% R@5 / 43.6% R@1 on dual-judge c

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Mnemovela Open

axisvela

Mnemovela - Agent Cognition Runtime (typed memory, Git-like branches, hybrid retrieval, governed forgetting; embedded-first Python & Go). Open-source client SDKs (Python/TypeScript/Go), CLI, API docs,

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TZeroAlgorithm

toprakahmetaydogmus

Deterministic AST Context Compressor & MCP Server for Cursor, Claude & Local LLMs. Cuts prompt tokens by 85–95% with 100% Zero-Leak security.

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RAG

cr21

Simple RAG implementation from scratch using MCP, focusing on Perception, Memory, Decision and Action

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Openchronicle

CarlDog

Memory database for LLM agents — persistent keyword + optional semantic memory, project namespacing, served over HTTP REST and MCP from a single ASGI process. SQLite-backed, packaged as a Docker conta

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Wordcell

hraness

Wordcell keeps decisions, plans, and sources as Markdown beside your code, so coding agents can find them from the file they are about to change.

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MCP Neuralmemory

Hexecu

Persistent Knowledge Graph Memory for AI Coding Agents. Adds long-term context (goals, strategies, preferences) to Cursor, Windsurf, & VS Code via MCP.