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semcode

semcode is an MCP server, listed under version control. It reaches github. It needs GITHUB_TOKEN to authenticate. Its repository has 8 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

Indexes code symbols and commit history, using dense embeddings and sparse BM25 vectors for hybrid search that balances semantic understanding with keyword precision.

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. semcode’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

What it reaches, and what it needs

Reaches
github
Credential
GITHUB_TOKEN

Maintenance

Stars
8
State
listed
Licence
MIT
From the repository

Semantic code-search (semcode) MCP. Indexes code symbols and commit history. Combines dense embeddings with sparse BM25 vectors for hybrid search that balances semantic understanding with keyword precision.

semcode compared with similar servers

semcode compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
semcode (this page)githubGITHUB_TOKEN82026-10-21MIT
mcp-proxygithub(1 shared)API_ACCESS_TOKEN, GITHUB_PERSONAL_ACCESS_TOKEN2,8052026-10-14MIT
cve-mcp-serverabuseipdb, github, greynoise, nvd, shodan, urlscan, virustotal, vulncheck(1 shared)ABUSEIPDB_KEY, GITHUB_TOKEN, GREYNOISE_API_KEY, NVD_API_KEY, SHODAN_KEY, URLSCAN_KEY, VIRUSTOTAL_KEY, VULNCHECK_TOKEN1,6332026-10-01Apache-2.0
idea-reality-mcpgithub(1 shared)GITHUB_TOKEN8282026-09-18MIT
MarkuprPlusgithub(1 shared)GITHUB_TOKEN802026-10-18MIT
mcp-bridge-apigithub, slack(1 shared)GITHUB_TOKEN, SLACK_BOT_TOKEN692026-09-18NOASSERTION

Ranked by services in common with semcode, then by stars. Figures are from each repository when we last read it.

Common questions about semcode

What does semcode do?
Indexes code symbols and commit history, using dense embeddings and sparse BM25 vectors for hybrid search that balances semantic understanding with keyword precision.
How do I install semcode?
Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/GoodbyePlanet/semcode
What does semcode connect to, and what does it need?
It reaches github. The credentials we found in its source are GITHUB_TOKEN.
Is semcode official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 8 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-21.
What licence does semcode use?
The repository declares the MIT licence.

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