SERVER

agents-learning

Rank #7,757

glama/swenbo1-web/agents-learning

Evidence-governed coding agent memory and knowledge lifecycle MCP server for DeepSeek Harness (DSH), OpenAI Codex, and Google Antigravity. Provides local SQLite FTS5 + semantic hybrid retrieval, automatic session/compaction checkpointing, counter-example demotion, and a hard 1,200-char context budget guardrail with zero third-party Python dependencies.

4 release tags
1 GitHub stars
by swenbo1-web (1 servers)View repository ↗
First listed
Oct 11, 2026
Last publish date
Oct 28, 2026
PURPOSE

What you can do with agents-learning

agents-learning is a Model Context Protocol (MCP) server published by swenbo1-web. It ranks #7,757 of 166,807 active servers on MCP Toplist, and its repository has 1 GitHub stars. agents-learning is listed on Glama, with 4 release tags tracked from its GitHub repository. It was first listed on Oct 11, 2026 and most recently updated on Oct 28, 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.

CAPABILITIES AND LIMITATIONS

What agents-learning can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using agents-learning

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 2, 2026. Not independently verified by MCP Toplist.

No runtime, credential or payment requirements are recorded for this server beyond the declaration above.

INSTALLATION AND FIRST TASK

Connect agents-learning and confirm it works

Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.

First successful task

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.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed
Oct 11, 2026
Latest release tag
Oct 28, 2026
Version history
4 release tags tracked (below)
Requirements evidence
Declared by Glama, last synced Nov 2, 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 2, 2026
Registry sightings
  • Glama ↗listed since Oct 29, 2026 · still listed

Do you maintain agents-learning? to correct or enrich this profile.

VERSIONS

GitHub releases (4)

No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.

v0.11.1 · Oct 11, 2026v0.13.0 · Oct 11, 2026v1.0.0 · Oct 13, 2026v1.4.40 · Oct 28, 2026Oct 11, 2026Oct 28, 2026
VersionPublished
v1.4.40Oct 28, 2026
v1.0.0Oct 13, 2026
v0.13.0Oct 11, 2026
v0.11.1Oct 11, 2026
STANDING
#7,757of 166,807 active serversTop 5%

Ranks ahead of 159,050 of 166,807 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 5% of 166,807
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2Fswenbo1-web%2Fagents-learning.svg)](https://mcptoplist.com/server/glama%2Fswenbo1-web%2Fagents-learning)
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FAQ

Frequently asked questions

Who maintains agents-learning?
agents-learning is maintained by swenbo1-web, which publishes 1 MCP server (4 total versions) tracked on MCP Toplist.
Is agents-learning listed on the Official MCP Registry?
agents-learning is not on the Official MCP Registry. It is listed on Glama.
How many versions does agents-learning have?
No registry surfaces explicit version metadata for agents-learning; MCP Toplist tracks 4 release tags from its GitHub repository, most recently published on Oct 28, 2026.
Where can I find the source code for agents-learning?
The source code for agents-learning is hosted at github.com/swenbo1-web/agents-learning.
Used in projects

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