ogham-mcp

mcp-serverNo score yet

Shared memory MCP server — persistent, searchable, cross-client Claude, Opencode

GitHub ↗

Stars

109

Δ stars 7d

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Δ stars 30d

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Forks

21

Contributors

7

npm DL / wk

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PyPI DL / wk

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Language

Python

Last push

2026-06-05

About ogham-mcp

Previously: 91.8% on our internal LongMemEval benchmark pipeline (gpt-5.4-mini reader, rubric judge). The AMB number is lower because AMB uses a stricter substring-matching judge -- see the full write-up for methodology differences. Other retrieval systems that report similar R@10 numbers typically use cross-encoder reranking, NLI verification, knowledge graph enrichment, and LLM-as-a-judge pipelines. Ogham reaches 97.2% with one Postgres query. Optional FlashRank reranking is available for self-hosters who want extra ranking precision. These…

Read the full README on GitHub →

Newly tracked — a growth score appears after the first full scoring week. Signals are deliberately suppressed during cold start to avoid false positives.

ogham-mcp alternatives

Projects in the same category, closest in size — picked by data, not opinion.

Auth0 MCP ServerStable109 ★
io.github.tuannvm/mcp-trinoStable109 ★
io.github.hostinger/hostinger-api-mcpStable110 ★
io.github.sinewaveai/agent-security-scanner-mcpStable110 ★

See all mcp-server projects ranked by growth →

Frequently asked questions

Is ogham-mcp still maintained?
Yes — actively maintained. The last push was on 2026-06-05, with 7 contributors.
What are the best ogham-mcp alternatives?
Closest by category and size in our data: Auth0 MCP Server, io.github.tuannvm/mcp-trino, io.github.hostinger/hostinger-api-mcp — full list with live signals above.

Topics

Agent MemoryVector Databasesmcpclaudecodexopencodellmmodel-context-protocolmemoryllm-toolsagent-memoryai-memoryvector-databasepersistent-memoryvector-searchpostgrespgvector

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Tracked since 2026-06-17 · data as of 2026-06-18 · 6 open issues · 27 releases