True Memory Fragments MCP Server
Code changed, but your AI coding agent still remembers the old call chain? TMF is source-bound code memory that flags stale claims and points back to current source. It runs locally over stdio via the published package.
People who work with agent memory, ai coding agents and code graph and want it reachable from Claude, Cursor, VS Code, or another MCP client. The project is written in Java.
VERIFIED ACTIVE
LAST COMMIT 2026-09-14 · ★ 2 · #109 OF 229 MAINTAINED CODING AGENT · VERIFIED 2026-09-18
MIT · Java · how we verify → /methodology
01 · Install True Memory Fragments
Claude Code
claude mcp add kyle641320-true-memory-fragments -- uvx true-memory-fragments Claude Desktop / Cursor / VS Code - add to config
{
"mcpServers": {
"kyle641320-true-memory-fragments": {
"command": "uvx",
"args": [
"true-memory-fragments"
]
}
}
} Same JSON for Cursor. For VS Code, rename the top-level key from `mcpServers` to `servers`.
Using another client? Same JSON, different key
Claude Desktop · mcpServers
Cursor · mcpServers
VS Code · servers
Windsurf · mcpServers
Zed · context_servers
Cline · mcpServers
Roo Code · mcpServers
Continue · mcpServers
LibreChat · mcpServers
Gemini CLI · mcpServers
Codex CLI · mcp_servers
Full setup guides: every client.
02 · Evidence
Security posture
What to check before giving this server access to your agent - from the registry, GitHub, and our own probes. We don't score safety; we show what's verifiable.
runs as local process (stdio) - runs on your machine with your user's permissions
repo age created 2026-08-08 - young repo, little track record yet
license MIT - declared in the repository
pypi package true-memory-fragments - check the name against the project README before installing (PyPI has no namespace ownership)
registry namespace io.github.kyle641320 is GitHub-verified and matches the repo owner
03 · Who maintains True Memory Fragments
True Memory Fragments is maintained by kyle641320. It's the only MCP server we track from this author; the repo dates to Aug 2026.
04 · Facts
- repository
- github.com/kyle641320/true-memory-fragments
- category
- coding agent - ranked #109 of 229 actively-maintained coding agent servers as of 2026-09-18.
- registry
- io.github.kyle641320/true-memory-fragments (active, first published 2026-09-13)
- packages
- pypi:true-memory-fragments
05 · True Memory Fragments FAQ
What is True Memory Fragments?
Code changed, but your AI coding agent still remembers the old call chain? TMF is source-bound code memory that flags stale claims and points back to current source. It runs locally over stdio via the published package.
Is True Memory Fragments still maintained?
Yes - as of 2026-09-18, its last commit was 2026-09-14. We re-verify nightly.
How do I install True Memory Fragments?
Run `uvx true-memory-fragments`. You can also paste the ready-made client config above.
Does True Memory Fragments run locally?
Yes - it's a stdio server: it runs on your machine (via uvx) with your user's permissions. Your data stays local unless the server itself calls external APIs.
06 · Alternatives to True Memory Fragments
Alternatives to True Memory Fragments
Maintained coding agent servers if True Memory Fragments isn't the fit.
- Serena A powerful toolkit for coding, providing semantic retrieval and editing capabilities. ★ 29,556 · 2026-09-17
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- Ouroboros Pins an acceptance spec; the verify command and expected output never enter the success contract. ★ 6,016 · 2026-09-15
- Socraticode MCP server for enterprise local codebase indexing, semantic search, and code dependency graphs. ★ 3,312 · 2026-09-17
- Omnara Deploy durable AI agents with Omnara, an open-source managed-agent platform. ★ 2,858 · 2026-09-18
- Docs Search and read Empryo's documentation. Read-only, no auth, no local access. ★ 1,246 · 2026-09-17
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