feat: add multi-project support with scope enforcement

README.md

@@ -526,6 +526,9 @@ claude mcp add --transport stdio graph-code \
 | `read_file` | Read the contents of a file from the project. Supports pagination for large files. |
 | `write_file` | Write content to a file, creating it if it doesn't exist. |
 | `list_directory` | List contents of a directory in the project. |
+| `list_projects` | List all indexed projects in the knowledge graph database. Returns a list of project names that have been indexed. |
+| `delete_project` | Delete a specific project from the knowledge graph database. This removes all nodes associated with the project while preserving other projects. Use list_projects first to see available projects. |
+| `wipe_database` | WARNING: Completely wipe the entire database, removing ALL indexed projects. This cannot be undone. Use delete_project for removing individual projects. |
 <!-- /SECTION:mcp_tools -->
 
 ### Example Usage

codebase_rag/constants.py

@@ -2301,6 +2301,9 @@ class MCPToolName(StrEnum):
     READ_FILE = "read_file"
     WRITE_FILE = "write_file"
     LIST_DIRECTORY = "list_directory"
+    LIST_PROJECTS = "list_projects"
+    DELETE_PROJECT = "delete_project"
+    WIPE_DATABASE = "wipe_database"
 
 
 # (H) MCP environment variables
@@ -2315,6 +2318,7 @@ class MCPSchemaType(StrEnum):
     OBJECT = "object"
     STRING = "string"
     INTEGER = "integer"
+    BOOLEAN = "boolean"
 
 
 # (H) MCP schema fields
@@ -2337,6 +2341,8 @@ class MCPParamName(StrEnum):
     LIMIT = "limit"
     CONTENT = "content"
     DIRECTORY_PATH = "directory_path"
+    PROJECT_NAME = "project_name"
+    CONFIRM = "confirm"
 
 
 # (H) MCP server constants

codebase_rag/logs.py

@@ -162,6 +162,9 @@
 MG_BATCH_PARAMS_TRUNCATED = "    Params (first 10 of {count}): {params}..."
 MG_CLEANING_DB = "--- Cleaning database... ---"
 MG_DB_CLEANED = "--- Database cleaned. ---"
+MG_LISTING_PROJECTS = "--- Listing indexed projects... ---"
+MG_DELETING_PROJECT = "--- Deleting project: {name} ---"
+MG_PROJECT_DELETED = "--- Project {name} deleted. ---"
 MG_ENSURING_CONSTRAINTS = "Ensuring constraints..."
 MG_CONSTRAINTS_DONE = "Constraints checked/created."
 MG_NODE_BUFFER_FLUSH = (
@@ -580,6 +583,24 @@
 MCP_ERROR_WRITE = "[MCP] Error writing file: {error}"
 MCP_LIST_DIR = "[MCP] list_directory: {path}"
 MCP_ERROR_LIST_DIR = "[MCP] Error listing directory: {error}"
+MCP_LIST_PROJECTS = "[MCP] Listing all indexed projects..."
+MCP_LIST_PROJECTS_RESULT = "[MCP] Found {count} indexed projects"
+MCP_ERROR_LIST_PROJECTS = "[MCP] Error listing projects: {error}"
+MCP_DELETE_PROJECT = "[MCP] Deleting project: {name}"
+MCP_DELETE_PROJECT_SUCCESS = "[MCP] Successfully deleted project: {name}"
+MCP_DELETE_PROJECT_NOT_FOUND = "[MCP] Project not found: {name}"
+MCP_ERROR_DELETE_PROJECT = "[MCP] Error deleting project: {error}"
+MCP_WIPE_DB = "[MCP] Wiping entire database!"
+MCP_WIPE_DB_CANCELLED = "[MCP] Database wipe cancelled (confirm=false)"
+MCP_ERROR_WIPE_DB = "[MCP] Error wiping database: {error}"
+MCP_CLEARING_PROJECT = "[MCP] Clearing existing data for project '{name}'..."
+MCP_INDEX_PROJECT_SUCCESS = "[MCP] Successfully indexed project '{name}'"
+MCP_SCOPE_VIOLATION = (
+    "[MCP] Scope violation: attempted to access '{target}' from project '{current}'"
+)
+MCP_WIPE_DISABLED = (
+    "[MCP] wipe_database is disabled in scoped mode. Use delete_project instead."
+)
 
 # (H) MCP server logs
 MCP_SERVER_INFERRED_ROOT = "[GraphCode MCP] Using inferred project root: {path}"

codebase_rag/mcp/tools.py

@@ -23,6 +23,8 @@
 from codebase_rag.tools.file_writer import FileWriter, create_file_writer_tool
 from codebase_rag.types_defs import (
     CodeSnippetResultDict,
+    DeleteProjectResultDict,
+    ListProjectsResultDict,
     MCPHandlerType,
     MCPInputSchema,
     MCPInputSchemaProperty,
@@ -37,10 +39,13 @@ def __init__(
         project_root: str,
         ingestor: MemgraphIngestor,
         cypher_gen: CypherGenerator,
+        enforce_scope: bool = True,
     ) -> None:
         self.project_root = project_root
         self.ingestor = ingestor
         self.cypher_gen = cypher_gen
+        self.enforce_scope = enforce_scope
+        self.current_project = Path(project_root).resolve().name
 
         self.parsers, self.queries = load_parsers()
 
@@ -197,15 +202,58 @@ def __init__(
                 handler=self.list_directory,
                 returns_json=False,
             ),
+            cs.MCPToolName.LIST_PROJECTS: ToolMetadata(
+                name=cs.MCPToolName.LIST_PROJECTS,
+                description=td.MCP_TOOLS[cs.MCPToolName.LIST_PROJECTS],
+                input_schema=MCPInputSchema(
+                    type=cs.MCPSchemaType.OBJECT,
+                    properties={},
+                    required=[],
+                ),
+                handler=self.list_projects,
+                returns_json=True,
+            ),
+            cs.MCPToolName.DELETE_PROJECT: ToolMetadata(
+                name=cs.MCPToolName.DELETE_PROJECT,
+                description=td.MCP_TOOLS[cs.MCPToolName.DELETE_PROJECT],
+                input_schema=MCPInputSchema(
+                    type=cs.MCPSchemaType.OBJECT,
+                    properties={
+                        cs.MCPParamName.PROJECT_NAME: MCPInputSchemaProperty(
+                            type=cs.MCPSchemaType.STRING,
+                            description=td.MCP_PARAM_PROJECT_NAME,
+                        )
+                    },
+                    required=[cs.MCPParamName.PROJECT_NAME],
+                ),
+                handler=self.delete_project,
+                returns_json=True,
+            ),
+            cs.MCPToolName.WIPE_DATABASE: ToolMetadata(
+                name=cs.MCPToolName.WIPE_DATABASE,
+                description=td.MCP_TOOLS[cs.MCPToolName.WIPE_DATABASE],
+                input_schema=MCPInputSchema(
+                    type=cs.MCPSchemaType.OBJECT,
+                    properties={
+                        cs.MCPParamName.CONFIRM: MCPInputSchemaProperty(
+                            type=cs.MCPSchemaType.BOOLEAN,
+                            description=td.MCP_PARAM_CONFIRM,
+                        )
+                    },
+                    required=[cs.MCPParamName.CONFIRM],
+                ),
+                handler=self.wipe_database,
+                returns_json=False,
+            ),
         }
 
     async def index_repository(self) -> str:
         logger.info(lg.MCP_INDEXING_REPO.format(path=self.project_root))
+        project_name = Path(self.project_root).resolve().name
 
         try:
-            logger.info(lg.MCP_CLEARING_DB)
-            self.ingestor.clean_database()
-            logger.info(lg.MCP_DB_CLEARED)
+            logger.info(lg.MCP_CLEARING_PROJECT.format(name=project_name))
+            self.ingestor.delete_project(project_name)
 
             updater = GraphUpdater(
                 ingestor=self.ingestor,
@@ -215,7 +263,7 @@ async def index_repository(self) -> str:
             )
             updater.run()
 
-            return cs.MCP_INDEX_SUCCESS.format(path=self.project_root)
+            return lg.MCP_INDEX_PROJECT_SUCCESS.format(name=project_name)
         except Exception as e:
             logger.error(lg.MCP_ERROR_INDEXING.format(error=e))
             return cs.MCP_INDEX_ERROR.format(error=e)
@@ -339,6 +387,72 @@ async def list_directory(
             logger.error(lg.MCP_ERROR_LIST_DIR.format(error=e))
             return te.ERROR_WRAPPER.format(message=e)
 
+    async def list_projects(self) -> ListProjectsResultDict:
+        logger.info(lg.MCP_LIST_PROJECTS)
+        try:
+            all_projects = self.ingestor.list_projects()
+            if self.enforce_scope:
+                projects = [p for p in all_projects if p == self.current_project]
+            else:
+                projects = all_projects
+            logger.info(lg.MCP_LIST_PROJECTS_RESULT.format(count=len(projects)))
+            return ListProjectsResultDict(projects=projects, count=len(projects))
+        except Exception as e:
+            logger.error(lg.MCP_ERROR_LIST_PROJECTS.format(error=e))
+            return ListProjectsResultDict(error=str(e), projects=[], count=0)
+
+    async def delete_project(self, project_name: str) -> DeleteProjectResultDict:
+        logger.info(lg.MCP_DELETE_PROJECT.format(name=project_name))
+        try:
+            if self.enforce_scope and project_name != self.current_project:
+                logger.warning(
+                    lg.MCP_SCOPE_VIOLATION.format(
+                        target=project_name, current=self.current_project
+                    )
+                )
+                return DeleteProjectResultDict(
+                    success=False,
+                    error=f"Scope violation: can only delete '{self.current_project}', "
+                    f"not '{project_name}'.",
+                )
+            projects = self.ingestor.list_projects()
+            if project_name not in projects:
+                logger.warning(
+                    lg.MCP_DELETE_PROJECT_NOT_FOUND.format(name=project_name)
+                )
+                return DeleteProjectResultDict(
+                    success=False,
+                    error=f"Project '{project_name}' not found.",
+                )
+            self.ingestor.delete_project(project_name)
+            logger.info(lg.MCP_DELETE_PROJECT_SUCCESS.format(name=project_name))
+            return DeleteProjectResultDict(
+                success=True,
+                project=project_name,
+                message=f"Successfully deleted project '{project_name}'.",
+            )
+        except Exception as e:
+            logger.error(lg.MCP_ERROR_DELETE_PROJECT.format(error=e))
+            return DeleteProjectResultDict(success=False, error=str(e))
+
+    async def wipe_database(self, confirm: bool) -> str:
+        if self.enforce_scope:
+            logger.warning(lg.MCP_WIPE_DISABLED)
+            return (
+                "wipe_database is disabled in scoped mode to protect other projects. "
+                f"Use delete_project('{self.current_project}') to remove this project only."
+            )
+        if not confirm:
+            logger.info(lg.MCP_WIPE_DB_CANCELLED)
+            return "Database wipe cancelled. Set confirm=true to proceed."
+        logger.warning(lg.MCP_WIPE_DB)
+        try:
+            self.ingestor.clean_database()
+            return "Database completely wiped. All projects have been removed."
+        except Exception as e:
+            logger.error(lg.MCP_ERROR_WIPE_DB.format(error=e))
+            return te.ERROR_WRAPPER.format(message=e)
+
     def get_tool_schemas(self) -> list[MCPToolSchema]:
         return [
             MCPToolSchema(

codebase_rag/services/graph_service.py

@@ -164,6 +164,26 @@ def clean_database(self) -> None:
         self._execute_query(CYPHER_DELETE_ALL)
         logger.info(ls.MG_DB_CLEANED)
 
+    def list_projects(self) -> list[str]:
+        logger.info(ls.MG_LISTING_PROJECTS)
+        result = self.fetch_all(
+            "MATCH (p:Project) RETURN p.name AS name ORDER BY p.name"
+        )
+        return [str(r["name"]) for r in result if r.get("name")]
+
+    def delete_project(self, project_name: str) -> None:
+        logger.info(ls.MG_DELETING_PROJECT.format(name=project_name))
+        self._execute_query(
+            """
+            MATCH (n)
+            WHERE n.qualified_name STARTS WITH $prefix
+               OR (n:Project AND n.name = $project_name)
+            DETACH DELETE n
+            """,
+            {"prefix": f"{project_name}.", "project_name": project_name},
+        )
+        logger.info(ls.MG_PROJECT_DELETED.format(name=project_name))
+
     def ensure_constraints(self) -> None:
         logger.info(ls.MG_ENSURING_CONSTRAINTS)
         for label, prop in NODE_UNIQUE_CONSTRAINTS.items():

codebase_rag/tools/tool_descriptions.py

@@ -100,6 +100,22 @@ class AgenticToolName(StrEnum):
 
 MCP_LIST_DIRECTORY = "List contents of a directory in the project."
 
+MCP_LIST_PROJECTS = (
+    "List all indexed projects in the knowledge graph database. "
+    "Returns a list of project names that have been indexed."
+)
+
+MCP_DELETE_PROJECT = (
+    "Delete a specific project from the knowledge graph database. "
+    "This removes all nodes associated with the project while preserving other projects. "
+    "Use list_projects first to see available projects."
+)
+
+MCP_WIPE_DATABASE = (
+    "WARNING: Completely wipe the entire database, removing ALL indexed projects. "
+    "This cannot be undone. Use delete_project for removing individual projects."
+)
+
 MCP_PARAM_NATURAL_LANGUAGE_QUERY = "Your question in plain English about the codebase"
 MCP_PARAM_QUALIFIED_NAME = (
     "Fully qualified name (e.g., 'app.services.UserService.create_user')"
@@ -111,6 +127,8 @@ class AgenticToolName(StrEnum):
 MCP_PARAM_LIMIT = "Maximum number of lines to read (optional)"
 MCP_PARAM_CONTENT = "Content to write to the file"
 MCP_PARAM_DIRECTORY_PATH = "Relative path to directory from project root (default: '.')"
+MCP_PARAM_PROJECT_NAME = "Name of the project to delete (e.g., 'my-project')"
+MCP_PARAM_CONFIRM = "Must be true to confirm the wipe operation"
 
 
 MCP_TOOLS: dict[MCPToolName, str] = {
@@ -121,6 +139,9 @@ class AgenticToolName(StrEnum):
     MCPToolName.READ_FILE: MCP_READ_FILE,
     MCPToolName.WRITE_FILE: MCP_WRITE_FILE,
     MCPToolName.LIST_DIRECTORY: MCP_LIST_DIRECTORY,
+    MCPToolName.LIST_PROJECTS: MCP_LIST_PROJECTS,
+    MCPToolName.DELETE_PROJECT: MCP_DELETE_PROJECT,
+    MCPToolName.WIPE_DATABASE: MCP_WIPE_DATABASE,
 }
 
 AGENTIC_TOOLS: dict[AgenticToolName, str] = {

codebase_rag/types_defs.py

@@ -378,7 +378,26 @@ class CodeSnippetResultDict(TypedDict, total=False):
     error: str
 
 
-MCPResultType = str | QueryResultDict | CodeSnippetResultDict
+class ListProjectsResultDict(TypedDict, total=False):
+    projects: list[str]
+    count: int
+    error: str
+
+
+class DeleteProjectResultDict(TypedDict, total=False):
+    success: bool
+    project: str
+    message: str
+    error: str
+
+
+MCPResultType = (
+    str
+    | QueryResultDict
+    | CodeSnippetResultDict
+    | ListProjectsResultDict
+    | DeleteProjectResultDict
+)
 MCPHandlerType = Callable[..., Awaitable[MCPResultType]]