M

MCP Wrapper Rs

woolkingx

Stable MCP supervisor proxy for stdio servers: cached discovery, unified mcp.wrapper lifecycle control, and on-demand backend processes.

L

LevitasMCP

AlexVanceCompute

A high-performance Model Context Protocol (MCP) server written in Rust that extends AI models into autonomous coding agents with semantic memory, built-in Git tools, and codebase indexers

K

Kioku

Jpgomesf

Long-term memory for coding agents over MCP: hybrid search over Markdown notes with a link graph, on PostgreSQL, Qdrant, and Ollama

I

Icm Graph Context Flow

tuantranute-it

Best Token-Efficient AI Coding Tools 2026 – Reduce Costs 90% with Local Memory & MCP

O

Okf Hub

Movida

Serveur MCP pour bases de connaissance markdown versionnées en git. Des sessions Claude isolées les lisent et y déposent des propositions ; seul le rôle gestionnaire intègre.

C

Codeninja Research

muhammadumar89

CodeNinja Atoms: a sovereign AI operating system for the physical world. Open reference architectures for physical AI, with ontologies, model registers, costs and DOIs. CC BY 4.0.

E

Exphub

530653327

ExpHub is an open-source MCP server that transforms AI assistants into collaborative knowledge workers. It automatically searches past experiences, captures new solutions in structured templates, and

P

Paper Search

BlaineHeffron

MCP server for searching, indexing, and retrieving scientific papers across arXiv, INSPIRE-HEP, Semantic Scholar, OpenAlex, CrossRef, NASA ADS, Europe PMC, DOAJ, and viXra. Local hybrid search with BM

A

Athenaeum

vansweej

Local-first semantic-search MCP server over a personal CS/FP/graphics library

M

MCP Go Server Ak

Akhildas-ts

(BACKEND )An MCP-compatible vector search server built in Go, powered by Pinecone and OpenAI.

C

Cognimem Server

rendivs925

CogniMem is a local MCP server in Rust that gives coding agents a persistent cognitive memory layer.

C

Code Search

rutmir

Semantic code-search MCP server for AI coding agents: hybrid retrieval (embeddings + BM25 + reranking), tree-sitter AST chunking, 30-100x fewer tokens

H

HiveMem

visterion

Personal knowledge system — MCP server with PostgreSQL semantic search and temporal knowledge graph

M

Memory

nouscow

Cross-session persistent memory MCP server for AI assistants — local SQLite + FTS5, zero external dependencies

M

Memory Server

tokarix

Persistent semantic memory service and MCP adapter for AI agents, powered by PostgreSQL and local Ollama models.

M

Memory

pokatomnik

A simple Memory MCP server written in Rust

M

MCP Session Memory

zavora-ai

Session Memory MCP server for ADK-Rust Enterprise — typed session state, scoped memory, replay snapshots, resumable workflows

H

Hippius Mem

thenervelab

Shared, encrypted, verifiable team memory for coding agents (MCP server)

M

MCP Rag Server

vishalmysore

MCP (Model Context Protocol) Server for Retrieval Augmented Generation using Mongo and Gemini, OpenAI, with A2A support Grok

F

Falkordb

FalkorDB

Model Context Protocol (MCP) server for FalkorDB — read-only graph access for AI assistants

C

Cortex

chaturai

An MCP server to build knowledge graph of OWL ontologies

H

Halopsa

DTC-Inc

Rust MCP server for HaloPSA - ticket management, workflow actions, and semantic search via the Model Context Protocol

M

MCP Parallax

quanticsoul4772

Parallax - an MCP server of independent correctives for a model's predictable failure modes: adversarial verification, deterministic checks (Z3/evalexpr), verified cross-session memory, cited research

K

Knowledge

khuedoan

MCP server to allow agents to learn from my personal knowledge management system.

A

Antigravity Super Kit

datran93

A production-grade AI agent framework — Go MCP servers, 50+ skills, structured role workflows, and hybrid semantic search.

V

ViBo Memory

ทางการ

io.github.vnbochkarev-netizen

Local-first memory for AI agents: facts with hash-chain provenance, verified recall.

Z

Zipmem

ahmetakyurt

Local long-term memory for terminal coding agents: blueprints, code anchors and distilled lessons in one JSON file, restoring project context across sessions.

@

@kairainy/ck

kairainyomni

npm wrapper for the Code Knowledge Graph CLI (ck)

B

BioMapper

ทางการ

io.github.trentleslie

Resolve metabolite, lipid, protein, gene and lab names to knowledge-graph IDs.

A

Agent Memory Os

ทางการ

io.github.yamantaka520

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

T

Toolbelt

ทางการ

io.github.toolbeltai

A collaborative substrate over your data: vector, knowledge graph, SQL, geospatial, streaming.

@

@kerabie/mcp

GitHub Actions

MCP server for Kerabie: lets Claude, Cursor and other MCP clients work with your conversations, tickets, contacts, campaigns, knowledge base, analytics and AI tools

@

@simie/mcp

isaacsimie

Simie MCP server — connect Claude, Cursor, or any MCP client to your Simie organization's CRM, knowledge base, and agents.

N

Nuzo Memory

ทางการ

io.github.fabionfsc

Local-first, auditable memory for MCP-compatible AI agents with explicit writes and SQLite storage.

B

BRICO Feature Memory

ทางการ

io.github.ScienceWerx-Inc

Find features you built in other projects, see how they fit this one, and reuse them.

S

Smart Connections

ทางการ

io.github.gogogadgetbytes

MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.