mcp server
io.github.cdeust/automatised-pipeline
Codebase intelligence MCP server — index any repo into a property graph; 26 tools for agents.
Description as published by the maintainer. Source
- version 0.8.4
- active
active — Most recent push to the repository was 2026-08-04.
Signals
These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.
| Signal | Value | What it measures | Window | Observed | Source |
|---|---|---|---|---|---|
| GitHub stars | 2 | Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. | cumulative, all time | GitHub | |
| Last commit | 2026-08-04 | Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. | point in time | GitHub | |
| Open issues | 10 | Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. | as of fetch | GitHub | |
| Latest published version | 0.8.4 | Latest version string the maintainer published to the registry. | as of fetch | Model Context Protocol | |
| Registry record last updated | 2026-08-02 | When the registry record was last updated by its maintainer. | point in time | Model Context Protocol | |
| License | MIT | Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. | as of fetch | GitHub | |
| First listed in the MCP Registry | 2026-08-02 | Date this server was first published to the official MCP Registry. Not a usage or quality measure. | point in time | Model Context Protocol | |
| repository status | active | The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. | as of fetch | GitHub |
Where to get it
Related, by what their authors tagged them
-
Codebase Memory
— last commit 2026-08-08, shares code-intelligence, cypher, gemini-cli
Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.
-
io.github.annibale-x/webshift
— last commit 2026-05-09, shares bm25, rust
Rust MCP server for denoised web search — fetch, clean, and rerank web content for AI agents.
-
mcp-vl-msa-rs
— last commit 2026-06-15, shares bm25, rust
Searchable agent memory: BM25 corpus recall, original-text injection, remember/forget capsules.
-
RemembrallMCP
— last commit 2026-07-28, shares code-graph, code-intelligence, rust
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
-
io.github.blackwell-systems/knowing
— last commit 2026-07-08, shares code-graph, code-intelligence, static-analysis
Content-addressed code graph with 22 MCP tools for AI agents.
-
VelesDB Memory
— last commit 2026-08-06, shares graph-database, rust
Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
-
io.github.bibinprathap/veritasgraph
— last commit 2026-08-06, shares graph-database
Zero-trust, air-gapped Enterprise GraphRAG MCP server with offline, citation-grounded answers.
-
io.github.codegraph-ai/codegraph
— last commit 2026-07-19, shares graph-database
Semantic code graph: 42 tools, 38 languages. Callers, impact, AI context, memory, PR review.
-
GitHits
— last commit 2026-08-06, shares code-graph
Search public open-source code, documentation, metadata, vulnerabilities, changelogs, and examples.
-
com.kage-core/kage
— last commit 2026-07-28, shares code-graph
Verified memory for coding agents: claims cited against code, stale withheld, savings receipts.
These share tags the maintainers applied themselves, such as code-intelligence, cypher, gemini-cli, tree-sitter. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.
This is not a recommendation and not a test result. It is a map of what the authors said their work is about.
Also from cdeust
-
io.github.cdeust/ai-architect-mcp-spec
— last commit 2026-08-04
PRD verification and host-driven generation with multi-judge consensus across 17 MCP tools.
-
io.github.cdeust/hypermnesia-mcp
— last commit 2026-08-06
Persistent memory for Claude — 36 cited neuroscience mechanisms, local-first, hybrid retrieval.
-
io.github.cdeust/hypermnesia-mcp-viz
— last commit 2026-08-06
Read-only visualization for Cortex memory, knowledge, sessions, traces, and codebase graphs.
-
io.github.cdeust/prd-spec-generator
— last commit 2026-08-04
Turns a feature description into a verified 9-file PRD — multi-judge consensus, 17 MCP tools.
How the author describes it
Topics the maintainer set on GitHub: bm25, claude-code, claude-code-plugin, clean-architecture, code-graph, code-intelligence, codebase-analysis, codex, community-detection, cypher, gemini-cli, graph-database, hybrid-search, louvain-algorithm, mcp-server, model-context-protocol, property-graph, rust, static-analysis, tree-sitter.
Bring your own setup
We take apart real AI setups every week and show what broke, what cost too much, and what the trace actually said. If you run agents on real work, that is where the useful conversation is.
Join ZBS AI Practice Lab