state-memory-mcp
state-memory-mcp is an MCP server, listed under memory & vectors. Its repository has 40 GitHub stars and is licensed under MIT; we last read it on 2026-10-24.
Tracks tasks, accepted decisions, and active blockers for AI coding assistants, maintaining persistent, branch-aware workflow state to prevent context bloat and speed up development.
Install
Read from state-memory-mcp’s own README, close to verbatim -- not written by us, and not guessed.
state-memory-mcp init
What it reaches, and what it needs
Maintenance
Persistent, branch-aware workflow state memory MCP server for AI coding assistants. Tracks tasks, accepted decisions, and active blockers to prevent session context bloat and speed up development.
What state-memory-mcp can do
13 tools documented in its README. An AI client calls these by name.
manage_nodes- node CRUD, FTS5/TF-IDF vector search, atomic batch mutations, observation notes, thresholded fast decision logging
manage_edges- typed DAG links, multimodal visual state linking
manage_tasks- topological dependency queue, blocker detection, task completion with artifacts, auto-prune
manage_sessions- agent attribution, turn tracking, context bootstrap
manage_specs- PRD/RFC parsing, requirement-to-task decomposition, live acceptance criteria verification, compliance scoring
get_analytics- velocity, burndown, token ROI, cognitive load, critical path
get_events- SHA-256 tamper-evident event ledger
run_diagnostics- DAG validation, health checks, AST reference integrity
manage_snapshots- checkpoints, time-travel undo
manage_database- backups, checksum audits, VCS branch merge
manage_data- bulk import/export, ML trajectories with interleaved fast decision events
query_graph- subgraphs, dependency tracing, raw SQL, sub-1KB compact_slice
use_blackboard- multi-agent asynchronous topic board
Read from the README; names are kept only if the README contains them.
state-memory-mcp compared with similar servers
| Server | Reaches | Needs | Stars | Last update | Licence |
|---|---|---|---|---|---|
| state-memory-mcp (this page) | — | None listed | 40 | 2026-10-03 | MIT |
| mcp-server-qdrant | qdrant | QDRANT_API_KEY | 1,553 | 2026-09-04 | Apache-2.0 |
| mcp-knowledge-graph | — | None listed | 886 | 2026-05-29 | MIT |
| chroma-mcp | chroma | CHROMA_API_KEY, CHROMA_CUSTOM_AUTH_CREDENTIALS | 601 | 2025-09-17 | Apache-2.0 |
| caura | — | None listed | 504 | 2026-10-25 | Apache-2.0 |
| MemoryMesh | — | None listed | 354 | 2026-03-01 | MIT |
Ranked by services in common with state-memory-mcp, then by stars. Figures are from each repository when we last read it.
Common questions about state-memory-mcp
- What does state-memory-mcp do?
- Tracks tasks, accepted decisions, and active blockers for AI coding assistants, maintaining persistent, branch-aware workflow state to prevent context bloat and speed up development.
- How do I install state-memory-mcp?
- Its own README gives this command: state-memory-mcp init. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
- Is state-memory-mcp official and is it maintained?
- We found nothing naming it as a vendor’s official server. Its repository has 40 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-03.
- What licence does state-memory-mcp use?
- The repository declares the MIT licence.
More MCP servers for memory & vectors
- mcp-server-qdrant1,553 stars
- mcp-knowledge-graph886 stars
- chroma-mcp601 stars
- caura504 stars
- MemoryMesh354 stars
- neural-memory242 stars