cortexdb
Rank #477glama/liliang-cn/cortexdb
Shared memory and a knowledge graph for AI agents: hybrid vector and keyword search, RAG over your docs, scoped agent memory, and RDF/SPARQL and Cypher graph queries. Works without an embedding model; one server can serve many agents.
What you can do with cortexdb
cortexdb is a Model Context Protocol (MCP) server published by liliang-cn. It ranks #477 of 176,402 active servers on MCP Toplist, and its repository has 476 GitHub stars. cortexdb is listed on Glama, with 13 release tags tracked from its GitHub repository. It was first listed on Oct 22, 2026 and most recently updated on Nov 7, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What cortexdb can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using cortexdb
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect cortexdb and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for cortexdbyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 22, 2026
- Latest release tag
- Nov 7, 2026
- Version history
- 13 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Nov 14, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Nov 14, 2026
- Glama ↗listed since Oct 25, 2026 · still listed
Do you maintain cortexdb? to show as its verified maintainer and add your own summary, sign-in details and links. The rest of this page is read from the registry listings and from MCP Toplist's own connection check.
GitHub releases (13)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v2.147.0 | Nov 7, 2026 |
| v2.146.0 | Nov 6, 2026 |
| v2.145.0 | Nov 3, 2026 |
| v2.144.0 | Nov 3, 2026 |
| v2.142.0 | Oct 31, 2026 |
| v2.141.0 | Oct 29, 2026 |
| v2.140.0 | Oct 28, 2026 |
| v2.139.1 | Oct 27, 2026 |
| v2.139.0 | Oct 24, 2026 |
| v2.138.0 | Oct 23, 2026 |
| v2.137.0 | Oct 23, 2026 |
| v2.136.0 | Oct 22, 2026 |
| v2.135.1 | Oct 22, 2026 |
Ranks ahead of 175,925 of 176,402 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fliliang-cn%2Fcortexdb)<a href="https://mcptoplist.com/server/glama%2Fliliang-cn%2Fcortexdb"><img src="https://mcptoplist.com/badge/glama%2Fliliang-cn%2Fcortexdb.svg" alt="MCP Toplist: Top 1% of 176,402" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains cortexdb?
- cortexdb is maintained by liliang-cn, which publishes 3 MCP servers (15 total versions) tracked on MCP Toplist.
- Is cortexdb listed on the Official MCP Registry?
- cortexdb is not on the Official MCP Registry. It is listed on Glama.
- How many versions does cortexdb have?
- No registry surfaces explicit version metadata for cortexdb; MCP Toplist tracks 13 release tags from its GitHub repository, most recently published on Nov 7, 2026.
- Where can I find the source code for cortexdb?
- The source code for cortexdb is hosted at github.com/liliang-cn/cortexdb.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.