mcpbeat Sign in

Copilot Memory MCP Server

by labforgedev Your server? Claim it
local only

Copilot Memory MCP runs on your own machine — the client starts it, so there is no endpoint to ping. Last commit 15 Mar 2026.

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

—
Installs / week
not published
4
Stars
0 open issues
15 Mar 2026
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check Copilot Memory MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Alternatives to Copilot Memory MCP

same job, measured the same way
Engram
by hbarefoot

Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

53 installs/wk local only
SAME - Stateless Agent Memory Engine
by sgx-labs

Persistent memory for AI coding agents. Local-first SQLite + vector search. 17 MCP tools.

72 installs/wk local only
Local Memory
by studiomeyer-io

Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

111 installs/wk local only
memex
by ayushagrawal288

Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

local only
Memory Kernel
by artem362

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

129 installs/wk local only
RemembrallMCP
by cdnsteve

Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.

44 installs/wk local only
M
Memforge Memory
by volsier

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

20 installs/wk local only
Memory Fabric
by elvirafa

File-first, local-first MCP memory for AI coding assistants: Markdown + YAML, no vector DB.

215 installs/wk local only

Copilot Memory MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Copilot Memory MCP?
Copilot Memory MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone.
Is Copilot Memory MCP open source?
Yes — it is published under the MIT licence, written in Python and 4 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.