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GitHub PR Context

paarths-collab/github-pr-context-mcp

Connects to GitHub's API to build a searchable index of your repository's PR history, including review comments, descriptions, and discussion threads. The v0.3.0 engine strips out built-in LLM logic and focuses purely on fast retrieval, letting your IDE agent (Cursor, Claude Desktop, Windsurf) handle the reasoning. You get tools like review_code_with_history to pull historical review patterns for code snippets, get_repo_rules_material to generate .cursorrules files grounded in actual team feedback, and semantic_search_reviews for querying past PR comments. Uses SQLite for progress tracking and async I/O with retries to handle large repository indexing. Reach for this when you want your agent to review code or generate features that actually match how your team works, backed by real repository history instead of generic best practices.

GitHub stars: 7
tools: 5
last updated: Jul 29, 2026

Tools

5 tools

Public tool metadata for what this MCP can expose to an agent.

get_github_connection_statusinstall the App on the repos you choose

install the App on the repos you choose

No parameter schema in public metadata yet.

begin_github_authorizationopen the URL, enter the code

open the URL, enter the code

No parameter schema in public metadata yet.

complete_github_authorizationpoll until "connected"

poll until "connected"

No parameter schema in public metadata yet.

ensure_repo_readyIndexing runs in the background — check `get_index_stats` before trusting results.

Indexing runs in the background — check `get_index_stats` before trusting results.

No parameter schema in public metadata yet.

get_index_stats

No parameter schema in public metadata yet.

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Readme

GitHub PR Context MCP

This MCP retrieves evidence. Your IDE agent decides what it means.

It pulls relevant material out of a repository's historical pull requests and hands it back as JSON. Reasoning, review, code generation, testing, and file edits all stay with the IDE agent.

flowchart LR
    U["Developer request"] --> A["IDE agent"]
    A -->|"tool call"| M["PR Context MCP"]
    M --> AU["Device Flow"]
    AU --> K["OS credential vault"]
    M --> G["GitHub PR history"]
    M --> V["ChromaDB index"]
    M -->|"evidence JSON"| A
    A --> O["Review, plan, code, tests"]

    style M fill:#2d6a4f,color:#fff
    style A fill:#1d3557,color:#fff

View the full README on GitHub

Details

Repository: github.com/paarths-collab/github-pr-context-mcp
Categories: AI & LLM Tools, Developer Tools
Registry: MCP registry, active

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