GitHub PR Issue Analyser

Instructions

Implementation Reference

• src/mcp_github/github_integration.py:940-1108 (handler)

  The core handler function implementing the 'get_user_org_activity' MCP tool. Fetches paginated commits, PRs, and issues for a specific user across all repositories in a GitHub organization within a date range using GraphQL queries. Includes summary statistics and handles pagination.
  def get_user_org_activity( self, org_name: str, username: str, from_date: str, to_date: str, page: int = 1, per_page: int = 50 ) -> Dict[str, Any]: """ Gets comprehensive activity for a SPECIFIC USER across ALL repositories in an organization. **PAGINATED RESULTS** - Returns a manageable subset of data to prevent context overflow. Efficiently filters by user at the GraphQL level - does NOT scan entire repos. Captures ALL branches, not just main/default branch. Includes: - Commits by the user (paginated) - PRs where user was: author, reviewer, merger, commenter, or assigned (paginated) - Issues where user was: author, assigned, commenter, or participant (paginated) - Handles reviewed, open, merged, closed, and approved PRs Args: org_name (str): GitHub organization name username (str): GitHub username to query from_date (str): Start date ISO 8601 (e.g., "2024-01-01T00:00:00Z") to_date (str): End date ISO 8601 (e.g., "2024-12-31T23:59:59Z") page (int): Page number (1-indexed, default: 1) per_page (int): Items per page (default: 50, max: 100) Returns: Dict containing: - status: success/error - summary: aggregate statistics - commits[]: paginated commits (most recent first) - prs[]: paginated PRs (most recent first) - issues[]: paginated issues (most recent first) - pagination: current_page, per_page, total_items, total_pages, has_next_page """ logging.info(f"Fetching ALL activity for '{username}' in '{org_name}' from {from_date} to {to_date}") # Step 1: Get user's email addresses for efficient commit filtering user_emails = self._get_user_emails(username) logging.info(f"Found {len(user_emails)} email(s) for filtering commits") # Step 2: Get repositories where user actually contributed (optimized approach) # First try to get repos from user's contribution collection contributed_repos = self._get_user_contributed_repos(username, org_name, from_date, to_date) if contributed_repos: logging.info(f"Found {len(contributed_repos)} repos with user contributions via contributionsCollection") org_repos = contributed_repos else: # Fallback: Get ALL repositories in organization logging.info(f"Fallback: Scanning all org repos (contributionsCollection returned no results)") org_repos = self._get_all_org_repos(org_name) logging.info(f"Found {len(org_repos)} total repositories in {org_name}") if not org_repos: return self._empty_activity_response(username, org_name, from_date, to_date, page, per_page) # Step 3: Process each repo - filter by user at GraphQL level all_commits = [] all_prs = [] all_issues = [] repos_with_activity = 0 for repo_info in org_repos: repo_name = repo_info.get("name") repo_url = repo_info.get("url") logging.info(f"Scanning {org_name}/{repo_name} for {username}") # Fetch user-specific data from this repo repo_activity = self._fetch_repo_user_activity( org_name, repo_name, repo_url, username, user_emails, from_date, to_date ) if repo_activity: all_commits.extend(repo_activity.get("commits", [])) all_prs.extend(repo_activity.get("prs", [])) all_issues.extend(repo_activity.get("issues", [])) if repo_activity.get("has_activity"): repos_with_activity += 1 # Sort by date (most recent first) all_commits.sort(key=lambda x: x["date"], reverse=True) all_prs.sort(key=lambda x: x["updated_at"], reverse=True) all_issues.sort(key=lambda x: x["updated_at"], reverse=True) # Calculate pagination per_page = min(max(1, per_page), 100) # Clamp between 1-100 page = max(1, page) # Must be at least 1 total_commits = len(all_commits) total_prs = len(all_prs) total_issues = len(all_issues) # Calculate pages commits_total_pages = (total_commits + per_page - 1) // per_page if total_commits > 0 else 1 prs_total_pages = (total_prs + per_page - 1) // per_page if total_prs > 0 else 1 issues_total_pages = (total_issues + per_page - 1) // per_page if total_issues > 0 else 1 # Slice data for current page start_idx = (page - 1) * per_page end_idx = start_idx + per_page paginated_commits = all_commits[start_idx:end_idx] paginated_prs = all_prs[start_idx:end_idx] paginated_issues = all_issues[start_idx:end_idx] # Generate summary (based on ALL data, not just current page) user_authored_prs = [pr for pr in all_prs if "Author" in pr["user_roles"]] summary = { "user": username, "organization": org_name, "date_range": f"{from_date} to {to_date}", "total_commits": total_commits, "total_prs_involved": total_prs, "prs_authored": len(user_authored_prs), "prs_reviewed": len([pr for pr in all_prs if any(r in pr["user_roles"] for r in ["Approved", "Requested Changes", "Reviewed"])]), "prs_merged": len([pr for pr in all_prs if "Merged" in pr["user_roles"]]), "prs_commented": len([pr for pr in all_prs if "Commented" in pr["user_roles"]]), "total_issues_involved": len(all_issues), "issues_authored": len([issue for issue in all_issues if "Author" in issue["user_roles"]]), "issues_assigned": len([issue for issue in all_issues if "Assigned" in issue["user_roles"]]), "issues_commented": len([issue for issue in all_issues if "Commented" in issue["user_roles"]]), "total_additions": sum(c["additions"] for c in all_commits), "total_deletions": sum(c["deletions"] for c in all_commits), } logging.info(f"Activity complete: Page {page}/{max(commits_total_pages, prs_total_pages, issues_total_pages)} - Returning {len(paginated_commits)} commits, {len(paginated_prs)} PRs, {len(paginated_issues)} issues from {repos_with_activity}/{len(org_repos)} repos") return { "status": "success", "summary": summary, "commits": paginated_commits, "prs": paginated_prs, "issues": paginated_issues, "pagination": { "current_page": page, "per_page": per_page, "commits": { "total": total_commits, "total_pages": commits_total_pages, "has_next_page": page < commits_total_pages, "returned": len(paginated_commits) }, "prs": { "total": total_prs, "total_pages": prs_total_pages, "has_next_page": page < prs_total_pages, "returned": len(paginated_prs) }, "issues": { "total": total_issues, "total_pages": issues_total_pages, "has_next_page": page < issues_total_pages, "returned": len(paginated_issues) }, "repos": { "total_in_org": len(org_repos), "with_user_activity": repos_with_activity } } }
• src/mcp_github/issues_pr_analyser.py:109-113 (registration)

  Dynamic registration of all public methods of GitHubIntegration (including get_user_org_activity) as MCP tools via FastMCP.add_tool().
  def register_tools(self, methods: Any = None) -> None: for name, method in inspect.getmembers(methods): if (inspect.isfunction(method) or inspect.ismethod(method)) and not name.startswith("_"): self.mcp.add_tool(method)
• src/mcp_github/github_integration.py:669-939 (helper)

  Key helper method for executing GitHub GraphQL queries, used extensively by get_user_org_activity and its sub-helpers for fetching repository, commit, PR, and issue data.
  def user_activity_query(self, variables: dict[str, Any], query: str) -> Dict[str, Any]: """ Performs a user activity query using GitHub's GraphQL API with support for organization-specific and cross-organization queries. **Query Modes**: 1. **Organization-Specific Activity** (fastest, most comprehensive): - Query organization repositories directly - Access all private repos in the org (with proper token scopes) - Get detailed commit history, PRs, and issues - Variables: {"orgName": "Pelle-Tech", "from": "2024-10-01T00:00:00Z", "to": "2024-10-31T23:59:59Z"} - Variable types: `$orgName: String!`, `$from: GitTimestamp!`, `$to: GitTimestamp!` 2. **Authenticated User Activity Across All Orgs** (slower, summary only): - Query viewer's contribution collection - Includes all orgs where user is a member - Summary counts only (no detailed commit messages) - Variables: {"from": "2024-10-01T00:00:00Z", "to": "2024-10-31T23:59:59Z"} - Variable types: `$from: DateTime!`, `$to: DateTime!` 3. **User Activity in Specific Organization** (most restrictive): - Query organization repos filtered by user - Requires combining org query with author filtering - Variables: {"orgName": "Pelle-Tech", "username": "saidsef", "from": "2024-10-01T00:00:00Z", "to": "2024-10-31T23:59:59Z"} - Variable types: `$orgName: String!`, `$username: String!`, `$from: GitTimestamp!`, `$to: GitTimestamp!` **Performance Tips**: - Use pagination parameters to limit initial data: `first: 50` instead of `first: 100` - Query only required fields to reduce response size - Use org-specific queries when possible (faster than viewer queries) - For large date ranges, split into smaller queries - Cache results for repeated queries **Example Queries**: **Fast Org Query with Pagination**: ```graphql query($orgName: String!, $from: GitTimestamp!, $to: GitTimestamp!, $repoCount: Int = 50) { organization(login: $orgName) { login repositories(first: $repoCount, privacy: PRIVATE, orderBy: {field: PUSHED_AT, direction: DESC}) { pageInfo { hasNextPage endCursor } nodes { name isPrivate defaultBranchRef { target { ... on Commit { history(since: $from, until: $to, first: 100) { totalCount pageInfo { hasNextPage endCursor } nodes { author { user { login } email } committedDate message additions deletions } } } } } pullRequests(first: 50, states: [OPEN, CLOSED, MERGED], orderBy: {field: UPDATED_AT, direction: DESC}) { totalCount nodes { number title author { login } createdAt state additions deletions } } } } } } ``` **User-Filtered Org Query**: ```graphql query($orgName: String!, $username: String!, $from: GitTimestamp!, $to: GitTimestamp!) { organization(login: $orgName) { login repositories(first: 100, privacy: PRIVATE) { nodes { name defaultBranchRef { target { ... on Commit { history(since: $from, until: $to, author: {emails: [$username]}, first: 100) { totalCount nodes { author { user { login } } committedDate message } } } } } pullRequests(first: 100, states: [OPEN, CLOSED, MERGED]) { nodes { author { login } title createdAt state } } } } } } ``` **Cross-Org Viewer Query**: ```graphql query($from: DateTime!, $to: DateTime!) { viewer { login contributionsCollection(from: $from, to: $to) { commitContributionsByRepository(maxRepositories: 100) { repository { name isPrivate owner { login } } contributions { totalCount } } pullRequestContributionsByRepository(maxRepositories: 100) { repository { name isPrivate owner { login } } contributions { totalCount } } issueContributionsByRepository(maxRepositories: 100) { repository { name isPrivate owner { login } } contributions { totalCount } } } organizations(first: 100) { nodes { login viewerCanAdminister } } } } ``` Args: variables (dict[str, Any]): Query variables. Supported combinations: - Org-specific: {"orgName": "Pelle-Tech", "from": "...", "to": "..."} - Cross-org: {"from": "...", "to": "..."} - User-filtered org: {"orgName": "Pelle-Tech", "username": "saidsef", "from": "...", "to": "..."} - With pagination: Add {"repoCount": 50, "prCount": 50} for custom limits query (str): GraphQL query string. Must declare correct variable types: - Organization queries: Use `GitTimestamp!` for $from/$to - Viewer queries: Use `DateTime!` for $from/$to - Both types accept ISO 8601 format: "YYYY-MM-DDTHH:MM:SSZ" Returns: Dict[str, Any]: GraphQL response with activity data or error information. - Success: {"data": {...}} - Errors: {"errors": [...], "data": null} - Network error: {"status": "error", "message": "..."} Error Handling: - Validates response status codes - Logs GraphQL errors with details - Returns structured error responses - Includes traceback for debugging Required Token Scopes: - `repo`: Full control of private repositories - `read:org`: Read org and team membership - `read:user`: Read user profile data Performance Notes: - Org queries are ~3x faster than viewer queries - Large date ranges (>1 year) may timeout - Use pagination for repos with >100 commits - Response size correlates with date range and repo count """ # Validate inputs if not query or not isinstance(query, str): return {"status": "error", "message": "Query must be a non-empty string"} if not variables or not isinstance(variables, dict): return {"status": "error", "message": "Variables must be a non-empty dictionary"} # Determine query type for optimized logging query_type = "unknown" if "orgName" in variables and "username" in variables: query_type = "user-filtered-org" elif "orgName" in variables: query_type = "org-specific" elif "from" in variables and "to" in variables: query_type = "cross-org-viewer" logging.info(f"Performing GraphQL query [type: {query_type}] with variables: {variables}") try: # Make GraphQL request with optimized timeout response = requests.post( 'https://api.github.com/graphql', json={'query': query, 'variables': variables}, headers=self._get_headers(), timeout=TIMEOUT * 2 # Double timeout for GraphQL queries (can be complex) ) response.raise_for_status() query_data = response.json() # Handle GraphQL errors (API accepts request but query has issues) if 'errors' in query_data: error_messages = [err.get('message', 'Unknown error') for err in query_data['errors']] logging.error(f"GraphQL query errors: {error_messages}") # Check for common errors and provide helpful messages for error in query_data['errors']: error_type = error.get('extensions', {}).get('code') if error_type == 'variableMismatch': logging.error(f"Variable type mismatch: Use GitTimestamp for org queries, DateTime for viewer queries") elif error_type == 'NOT_FOUND': logging.error(f"Resource not found: Check org/user name is correct and case-sensitive") elif error_type == 'FORBIDDEN': logging.error(f"Access forbidden: Check token has required scopes (repo, read:org)") return query_data # Return with errors for caller to handle # Log success with summary if 'data' in query_data: data_keys = list(query_data['data'].keys()) logging.info(f"GraphQL query successful [type: {query_type}], returned data keys: {data_keys}") return query_data except requests.exceptions.Timeout: error_msg = f"GraphQL query timeout after {TIMEOUT * 2}s. Try reducing date range or repo count." logging.error(error_msg) return {"status": "error", "message": error_msg, "timeout": True} except requests.exceptions.RequestException as req_err: error_msg = f"Request error during GraphQL query: {str(req_err)}" logging.error(error_msg) traceback.print_exc() return {"status": "error", "message": error_msg, "request_exception": True} except Exception as e: error_msg = f"Unexpected error performing GraphQL query: {str(e)}" logging.error(error_msg) traceback.print_exc() return {"status": "error", "message": error_msg, "unexpected": True}
• src/mcp_github/github_integration.py:1241-1513 (helper)

  Primary helper that fetches user-specific commits, PRs, and issues from individual repositories, filters by involvement roles, and aggregates data. Called for each relevant repo.
  def _fetch_repo_user_activity(self, org_name: str, repo_name: str, repo_url: str, username: str, user_emails: list, from_date: str, to_date: str) -> Dict: """Fetch user-specific activity from a single repo - FILTERED at GraphQL level.""" # Build email filter for commits (server-side filtering) if user_emails: emails_json = str(user_emails).replace("'", '"') author_filter = f'author: {{emails: {emails_json}}}, ' else: author_filter = "" # First, check if user has ANY activity in this repo within date range # This prevents fetching from repos where user has no contributions check_query = """ query($orgName: String!, $repoName: String!, $from: GitTimestamp!, $to: GitTimestamp!) { repository(owner: $orgName, name: $repoName) { defaultBranchRef { target { ... on Commit { history(since: $from, until: $to, """ + author_filter + """first: 1) { totalCount } } } } } } """ check_result = self.user_activity_query({ "orgName": org_name, "repoName": repo_name, "from": from_date, "to": to_date }, check_query) # Skip if no commits found (user has no activity in default branch) if "data" in check_result and check_result.get("data", {}).get("repository"): if check_result["data"]["repository"].get("defaultBranchRef"): commit_count = check_result["data"]["repository"]["defaultBranchRef"]["target"]["history"]["totalCount"] if commit_count == 0: logging.info(f" No commits by {username} in {repo_name}, checking PRs/Issues only") # Query with user filtering at GraphQL level query = """ query($orgName: String!, $repoName: String!, $from: GitTimestamp!, $to: GitTimestamp!) { repository(owner: $orgName, name: $repoName) { refs(refPrefix: "refs/heads/", first: 100) { nodes { name target { ... on Commit { history(since: $from, until: $to, """ + author_filter + """first: 100) { nodes { oid messageHeadline author { user { login } email name } committedDate additions deletions url } } } } } } pullRequests(first: 100, orderBy: {field: UPDATED_AT, direction: DESC}) { nodes { number title url state isDraft author { login } createdAt updatedAt mergedAt closedAt commits { totalCount } additions deletions changedFiles mergedBy { login } assignees(first: 10) { nodes { login } } reviews(first: 50) { nodes { author { login } state submittedAt } } comments(first: 50) { nodes { author { login } } } labels(first: 10) { nodes { name } } } } issues(first: 100, orderBy: {field: UPDATED_AT, direction: DESC}) { nodes { number title url state author { login } createdAt updatedAt closedAt assignees(first: 10) { nodes { login } } participants(first: 50) { nodes { login } } comments(first: 50) { nodes { author { login } } } labels(first: 10) { nodes { name } } } } } } """ variables = { "orgName": org_name, "repoName": repo_name, "from": from_date, "to": to_date } result = self.user_activity_query(variables, query) if "data" not in result or "errors" in result: return None repo_data = result.get("data", {}).get("repository", {}) if not repo_data: return None # Parse commits (deduplicate by OID across branches) commits = [] seen_oids = set() for ref in repo_data.get("refs", {}).get("nodes", []): branch = ref.get("name") for commit in ref.get("target", {}).get("history", {}).get("nodes", []): oid = commit.get("oid") if oid not in seen_oids: seen_oids.add(oid) commits.append({ "repo": repo_name, "repo_url": repo_url, "branch": branch, "oid": oid[:7], "full_oid": oid, "message": commit.get("messageHeadline", ""), "author": commit.get("author", {}).get("name", "Unknown"), "date": commit.get("committedDate", ""), "additions": commit.get("additions", 0), "deletions": commit.get("deletions", 0), "url": commit.get("url", "") }) # Parse PRs (filter by user involvement) prs = [] for pr in repo_data.get("pullRequests", {}).get("nodes", []): pr_author = pr.get("author", {}).get("login", "") if pr.get("author") else "" merged_by = pr.get("mergedBy", {}).get("login", "") if pr.get("mergedBy") else "" assignees = [a.get("login") for a in pr.get("assignees", {}).get("nodes", [])] reviewers = [r.get("author", {}).get("login") for r in pr.get("reviews", {}).get("nodes", []) if r.get("author")] commenters = [c.get("author", {}).get("login") for c in pr.get("comments", {}).get("nodes", []) if c.get("author")] if username in [pr_author, merged_by] + assignees + reviewers + commenters: roles = [] if pr_author == username: roles.append("Author") if merged_by == username: roles.append("Merged") if username in assignees: roles.append("Assigned") if username in reviewers: user_reviews = [r for r in pr.get("reviews", {}).get("nodes", []) if r.get("author", {}).get("login") == username] states = set(r.get("state") for r in user_reviews) if "APPROVED" in states: roles.append("Approved") elif "CHANGES_REQUESTED" in states: roles.append("Requested Changes") elif "COMMENTED" in states: roles.append("Reviewed") if username in commenters and "Author" not in roles: roles.append("Commented") prs.append({ "repo": repo_name, "repo_url": repo_url, "number": pr.get("number", 0), "title": pr.get("title", ""), "author": pr_author, "state": pr.get("state", ""), "is_draft": pr.get("isDraft", False), "created_at": pr.get("createdAt", ""), "updated_at": pr.get("updatedAt", ""), "merged_at": pr.get("mergedAt", ""), "merged_by": merged_by, "additions": pr.get("additions", 0), "deletions": pr.get("deletions", 0), "changed_files": pr.get("changedFiles", 0), "commits_count": pr.get("commits", {}).get("totalCount", 0), "url": pr.get("url", ""), "user_roles": ", ".join(roles), "labels": [l.get("name") for l in pr.get("labels", {}).get("nodes", [])] }) # Parse issues (filter by user involvement) issues = [] for issue in repo_data.get("issues", {}).get("nodes", []): issue_author = issue.get("author", {}).get("login", "") if issue.get("author") else "" assignees = [a.get("login") for a in issue.get("assignees", {}).get("nodes", [])] participants = [p.get("login") for p in issue.get("participants", {}).get("nodes", [])] commenters = [c.get("author", {}).get("login") for c in issue.get("comments", {}).get("nodes", []) if c.get("author")] if username in [issue_author] + assignees + participants + commenters: roles = [] if issue_author == username: roles.append("Author") if username in assignees: roles.append("Assigned") if username in commenters and "Author" not in roles: count = len([c for c in issue.get("comments", {}).get("nodes", []) if c.get("author", {}).get("login") == username]) roles.append(f"Commented ({count})") if username in participants and not roles: roles.append("Participant") issues.append({ "repo": repo_name, "repo_url": repo_url, "number": issue.get("number", 0), "title": issue.get("title", ""), "author": issue_author, "state": issue.get("state", ""), "created_at": issue.get("createdAt", ""), "updated_at": issue.get("updatedAt", ""), "closed_at": issue.get("closedAt", ""), "url": issue.get("url", ""), "user_roles": ", ".join(roles), "labels": [l.get("name") for l in issue.get("labels", {}).get("nodes", [])] }) return { "commits": commits, "prs": prs, "issues": issues, "has_activity": len(commits) > 0 or len(prs) > 0 or len(issues) > 0 } def _empty_activity_response(self, username: str, org_name: str, from_date: str, to_date: str, page: int = 1, per_page: int = 50) -> Dict: """Return empty activity response with pagination info.""" return { "status": "success", "summary": { "user": username, "organization": org_name, "date_range": f"{from_date} to {to_date}", "total_commits": 0, "total_prs_involved": 0, "prs_authored": 0, "prs_reviewed": 0, "prs_merged": 0, "total_additions": 0, "total_deletions": 0, }, "commits": [], "prs": [], "issues": [], "pagination": { "current_page": page, "per_page": per_page, "commits": {"total": 0, "total_pages": 1, "has_next_page": False, "returned": 0}, "prs": {"total": 0, "total_pages": 1, "has_next_page": False, "returned": 0}, "issues": {"total": 0, "total_pages": 1, "has_next_page": False, "returned": 0}, "repos": {"total_in_org": 0, "with_user_activity": 0} } }
• src/mcp_github/issues_pr_analyser.py:106-106 (registration)

  Invocation that registers all GitHubIntegration tools, including get_user_org_activity, by passing the instance to register_tools.
  self.register_tools(self.gi)