CO
Contribos io.github.adityatiwari101104/contribos Help open-source contributors earn maintainer trust: repo rules, briefs, and pre-submit checks.
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GW
Git Why io.github.alliecatowo/git-why Finds the Git commits that explain why code is the way it is: semantic and full-text history search.
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Git and code hosting Official MCP Registry Local
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Evidence-based GSoC preparation: organizations, repositories, free beginner issues, proposals.
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BI
Binky io.github.andreisilva1/binky Isolated dev environments, one per git worktree: ports, env, and DB slices as agent tools.
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Br8n io.github.anthonysuherli/br8n Capture dev context on interrupt; replay it as a 30-second resume card. Git stash for your head.
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Checks whether your idea already exists before your agent builds it. Searches GitHub, npm, Python.
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Git and code hosting Official MCP Registry Local
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Transparent rule-based GitHub fake-star detector — LOW/MEDIUM/HIGH with per-rule evidence.
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Transparent rule-based GitHub star-trajectory classifier + calibrated 100-star/48h projection
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Git and code hosting Official MCP Registry Local
AR
Argon io.github.argon-lab/argon Versioned MongoDB sandboxes for AI agents: branch, time-travel, merge, and undo over MCP.
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CO
Coador io.github.automaticqa/coador Evidence-backed Android repository knowledge for humans and AI agents
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Git and code hosting Official MCP Registry Local
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Manage cross-repository beads work, hive status, and Beadhive workflows through bh-mcp.
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Git and code hosting Official MCP Registry Local
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Sandboxed repo access for coding agents: search, read, patch, run, git -- confined to a repo root.
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BA
Backlot io.github.brekkylab/backlot Local emulator for Slack, Gmail, Drive, GitHub, Jira, Notion, S3 and more, with per-document ACLs
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UM
Umbra io.github.elberacasa/umbra Trust score for AI-generated code: scan repos, guard agent file writes, get a 0-100 score.
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EL
Elephia io.github.elephia/elephia Git for your AI's context: local-first, deterministic memory over MCP. An elephant never forgets.
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FL
Fluxgit io.github.fluxgit-hq/fluxgit-mcp-server Safety-first Git MCP server: rich read tools plus human-approved FluxGit operation proposals.
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AR
argot io.github.get-tmonier/argot Read-only context and complete checks against patterns learned from git history. Local; no LLM.
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IN
Invigil io.github.invigil/invigil Linters check your code. Invigil checks whether your repo is legible — to newcomers and AI agents.
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Developer tools Official MCP Registry Local
IN
Index io.github.jagilber-org/index-server MCP instruction indexing server with search, CRUD, validation, and cross-repo knowledge promotion.
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GI
Github io.github.jaimenbell/github-mcp MCP server for the GitHub REST API: issues, PRs, repos; read always on, write env-gated.
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Git and code hosting Official MCP Registry · PyPI Local