diff --git a/pyproject.toml b/pyproject.toml
index 2aba389..cbb4587 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,9 +22,9 @@ classifiers = [
     "Typing :: Typed",
 ]
 dependencies = [
-    "fastmcp-slim[server,apps,tasks]>=3.4.2",
+    "fastmcp-slim[server,apps,tasks]>=3.4.4",
     "httpx>=0.28.1",
-    "redis>=8.0.0",
+    "redis>=8.0.1",
 ]
 
 [project.scripts]
@@ -63,10 +63,10 @@ metadata = false
 
 [dependency-groups]
 dev = [
-    "pyright>=1.1.410",
-    "pytest>=9.1.0",
-    "ruff>=0.15.17",
-    "uv>=0.11.21",
+    "pyright>=1.1.411",
+    "pytest>=9.1.1",
+    "ruff>=0.15.21",
+    "uv>=0.11.28",
 ]
 
 [tool.ruff]
@@ -75,8 +75,6 @@ line-length = 120
 [tool.ruff.lint]
 select = ["D", "PLR", "E", "F", "I", "N", "W", "ANN", "ASYNC", "B", "C4", "DTZ", "ICN", "PIE", "RET", "SLF", "T20", "UP", "YTT"]
 ignore = [
-    "ANN101",   # Missing type annotation for self in method
-    "ANN102",   # Missing type annotation for cls in classmethod
     "ANN202",   # Missing return type annotation for private function
     "ANN204",   # Missing return type annotation for special method __init__
     "ANN401",   # Dynamically typed expressions (typing.Any) are disallowed
diff --git a/src/mcp_github/github_integration.py b/src/mcp_github/github_integration.py
index 2e86447..ae7a11c 100644
--- a/src/mcp_github/github_integration.py
+++ b/src/mcp_github/github_integration.py
@@ -68,21 +68,21 @@ class PRContent(TypedDict):
 class CommentData(TypedDict):
     id: int
     body: str
-    user: dict[str, Any]
+    author: str
+    html_url: str
     created_at: str
-    updated_at: str
 
 
 class IssueData(TypedDict):
-    id: int
     number: int
     title: str
     body: str | None
     state: str
-    user: dict[str, Any]
+    author: str
+    labels: list[str]
+    html_url: str
     created_at: str
     updated_at: str
-    labels: list[dict[str, Any]]
 
 
 class UserSearchResult(TypedDict):
@@ -142,6 +142,37 @@ class StatusChecksResult(TypedDict):
 logging.basicConfig(level=logging.WARNING)
 
 
+def _pick(data: dict[str, Any], *keys: str) -> dict[str, Any]:
+    """Trim a GitHub API payload to the given keys (absent keys become None)."""
+    return {k: data.get(k) for k in keys}
+
+
+def _comment_result(data: dict[str, Any]) -> CommentData:
+    """Trim a GitHub comment payload to the CommentData contract."""
+    return {
+        "id": data["id"],
+        "body": data["body"],
+        "author": (data.get("user") or {}).get("login", ""),
+        "html_url": data["html_url"],
+        "created_at": data["created_at"],
+    }
+
+
+def _issue_result(data: dict[str, Any]) -> IssueData:
+    """Trim a GitHub issue payload to the IssueData contract."""
+    return {
+        "number": data["number"],
+        "title": data["title"],
+        "body": data.get("body"),
+        "state": data["state"],
+        "author": (data.get("user") or {}).get("login", ""),
+        "labels": [label["name"] for label in data.get("labels", [])],
+        "html_url": data["html_url"],
+        "created_at": data["created_at"],
+        "updated_at": data["updated_at"],
+    }
+
+
 def _annotate(*, ro: bool = False, destructive: bool = False) -> Any:
     def deco(fn: Any = None, *, task: bool = False, idempotent: bool = False) -> Any:
         def apply(f: Any) -> Any:
@@ -319,7 +350,8 @@ async def get_pr_content(self, repo_owner: str, repo_name: str, pr_number: int)
     async def add_pr_comments(self, repo_owner: str, repo_name: str, pr_number: int, comment: str) -> CommentData:
         """Adds a comment to a specific pull request."""
         url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/issues/{pr_number}/comments"
-        return (await self._request("POST", url, context=f"PR #{pr_number} comment", json={"body": comment})).json()
+        data = (await self._request("POST", url, context=f"PR #{pr_number} comment", json={"body": comment})).json()
+        return _comment_result(data)
 
     @_write
     async def add_inline_pr_comment(
@@ -339,9 +371,10 @@ async def add_inline_pr_comment(
             raise ToolError(f"Could not retrieve head SHA for PR #{pr_number}")
         review_url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/pulls/{pr_number}/comments"
         payload = {"body": comment_body, "commit_id": commit_id, "path": path, "line": line, "side": "RIGHT"}
-        return (
+        data = (
             await self._request("POST", review_url, context=f"inline comment on {path}:{line}", json=payload)
         ).json()
+        return _comment_result(data)
 
     @_write(idempotent=True)
     async def update_pr_description(
@@ -431,7 +464,7 @@ async def create_issue(
         """Creates a new issue."""
         url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/issues"
         issue_labels = ["mcp"] if not labels else labels + ["mcp"]
-        return (
+        data = (
             await self._request(
                 "POST",
                 url,
@@ -439,6 +472,7 @@ async def create_issue(
                 json={"title": title, "body": body, "labels": issue_labels},
             )
         ).json()
+        return _issue_result(data)
 
     @_write
     async def merge_pr(
@@ -487,7 +521,7 @@ async def update_issue(
     ) -> IssueData:
         """Updates an existing issue."""
         url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/issues/{issue_number}"
-        return (
+        data = (
             await self._request(
                 "PATCH",
                 url,
@@ -495,6 +529,7 @@ async def update_issue(
                 json={"title": title, "body": body, "labels": labels, "state": state},
             )
         ).json()
+        return _issue_result(data)
 
     @_write
     async def update_reviews(
@@ -507,9 +542,10 @@ async def update_reviews(
     ) -> dict[str, Any]:
         """Submits a review for a specific pull request."""
         url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/pulls/{pr_number}/reviews"
-        return (
+        data = (
             await self._request("POST", url, context=f"PR #{pr_number} review", json={"body": body, "event": event})
         ).json()
+        return _pick(data, "id", "state", "body", "html_url", "submitted_at")
 
     @_write(idempotent=True)
     async def update_assignees(
@@ -525,16 +561,18 @@ async def update_assignees(
         actual_logins = {u["login"] for u in data.get("assignees", [])}
         requested = set(assignees)
         missing = requested - actual_logins
+        result: dict[str, Any] = {
+            "status": "partial" if missing else "ok",
+            "assignees_requested": sorted(requested),
+            "assignees_applied": sorted(actual_logins),
+            "issue_url": data.get("html_url"),
+        }
         if missing:
             logger.warning(f"Some assignees were not applied: {missing}")
-            return {
-                "status": "partial",
-                "message": f"The following assignees could not be applied (not a collaborator or user does not exist): {sorted(missing)}",
-                "assignees_requested": sorted(requested),
-                "assignees_applied": sorted(actual_logins),
-                "issue": data,
-            }
-        return data
+            result["message"] = (
+                f"The following assignees could not be applied (not a collaborator or user does not exist): {sorted(missing)}"
+            )
+        return result
 
     @_read_only
     async def get_latest_sha(self, repo_owner: str, repo_name: str) -> str | None:
@@ -576,7 +614,7 @@ async def create_release(
     ) -> dict[str, Any]:
         """Creates a new release."""
         url = f"https://api.github.com/repos/{repo_owner}/{repo_name}/releases"
-        return (
+        data = (
             await self._request(
                 "POST",
                 url,
@@ -592,6 +630,7 @@ async def create_release(
                 },
             )
         ).json()
+        return _pick(data, "id", "tag_name", "name", "html_url", "draft", "prerelease", "body")
 
     async def _execute_graphql(
         self, query: str, variables: dict[str, Any], *, token: str | None = None
diff --git a/tests/test_github_integration.py b/tests/test_github_integration.py
index c10ef8d..43b63d8 100644
--- a/tests/test_github_integration.py
+++ b/tests/test_github_integration.py
@@ -3,7 +3,7 @@
 from __future__ import annotations
 
 import asyncio
-from unittest.mock import AsyncMock, MagicMock, call, patch
+from unittest.mock import AsyncMock, MagicMock, patch
 
 import httpx
 import pytest
@@ -78,6 +78,7 @@ def _mock_ctx() -> AsyncMock:
 
 @pytest.fixture
 def gi() -> GitHubIntegration:
+    """GitHubIntegration instance with a mocked HTTP client and test token."""
     with patch("mcp_github.github_integration.GITHUB_TOKEN", "test-token"):
         instance = GitHubIntegration()
     instance._http = AsyncMock()
@@ -650,3 +651,237 @@ async def test_ctx_info_announces_truncation(self, gi: GitHubIntegration):
             await gi.get_pr_status_checks("owner", "repo", 1, ctx=ctx)
         msg = ctx.info.call_args[0][0]
         assert "truncated" in msg
+
+
+# ---------------------------------------------------------------------------
+# Response trimming — write tools return compact contracts, not raw payloads
+# ---------------------------------------------------------------------------
+
+_NOISE_USER = {
+    "login": "octocat",
+    "id": 1,
+    "node_id": "MDQ6VXNlcjE=",
+    "avatar_url": "https://avatars.githubusercontent.com/u/1",
+    "url": "https://api.github.com/users/octocat",
+    "html_url": "https://github.com/octocat",
+    "gravatar_id": "",
+    "type": "User",
+    "site_admin": False,
+    "followers_url": "https://api.github.com/users/octocat/followers",
+}
+
+_NOISE_REACTIONS = {
+    "url": "https://api.github.com/repos/o/r/issues/comments/1/reactions",
+    "total_count": 0,
+    "+1": 0,
+    "-1": 0,
+    "laugh": 0,
+    "confused": 0,
+    "heart": 0,
+    "hooray": 0,
+    "rocket": 0,
+    "eyes": 0,
+}
+
+
+def _issue_payload(**overrides) -> dict:
+    payload = {
+        "id": 999,
+        "node_id": "I_abc",
+        "url": "https://api.github.com/repos/o/r/issues/7",
+        "repository_url": "https://api.github.com/repos/o/r",
+        "number": 7,
+        "title": "A bug",
+        "body": "Details",
+        "state": "open",
+        "user": _NOISE_USER,
+        "labels": [
+            {"id": 1, "node_id": "L_1", "name": "bug", "color": "d73a4a", "default": True},
+            {"id": 2, "node_id": "L_2", "name": "mcp", "color": "ededed", "default": False},
+        ],
+        "assignee": None,
+        "assignees": [],
+        "milestone": None,
+        "locked": False,
+        "comments": 0,
+        "html_url": "https://github.com/o/r/issues/7",
+        "created_at": "2026-07-01T00:00:00Z",
+        "updated_at": "2026-07-02T00:00:00Z",
+        "closed_at": None,
+        "author_association": "OWNER",
+        "reactions": _NOISE_REACTIONS,
+        "timeline_url": "https://api.github.com/repos/o/r/issues/7/timeline",
+    }
+    payload.update(overrides)
+    return payload
+
+
+class TestResponseTrimming:
+    @pytest.mark.anyio
+    async def test_add_pr_comments_returns_trimmed_comment(self, gi: GitHubIntegration):
+        payload = {
+            "id": 11,
+            "node_id": "IC_abc",
+            "url": "https://api.github.com/repos/o/r/issues/comments/11",
+            "html_url": "https://github.com/o/r/pull/5#issuecomment-11",
+            "body": "hello",
+            "user": _NOISE_USER,
+            "created_at": "2026-07-01T00:00:00Z",
+            "updated_at": "2026-07-01T00:00:00Z",
+            "issue_url": "https://api.github.com/repos/o/r/issues/5",
+            "author_association": "OWNER",
+            "reactions": _NOISE_REACTIONS,
+        }
+        gi._http.request = AsyncMock(return_value=_mock_response(json_data=payload))
+        result = await gi.add_pr_comments("o", "r", 5, "hello")
+        assert result == {
+            "id": 11,
+            "body": "hello",
+            "author": "octocat",
+            "html_url": "https://github.com/o/r/pull/5#issuecomment-11",
+            "created_at": "2026-07-01T00:00:00Z",
+        }
+
+    @pytest.mark.anyio
+    async def test_add_inline_pr_comment_returns_trimmed_comment(self, gi: GitHubIntegration):
+        comment_payload = {
+            "id": 22,
+            "node_id": "PRRC_abc",
+            "pull_request_review_id": 33,
+            "diff_hunk": "@@ -1,3 +1,3 @@",
+            "path": "app.py",
+            "body": "fix this",
+            "user": _NOISE_USER,
+            "html_url": "https://github.com/o/r/pull/5#discussion_r22",
+            "created_at": "2026-07-01T00:00:00Z",
+            "updated_at": "2026-07-01T00:00:00Z",
+            "_links": {"self": {"href": "https://api.github.com/x"}},
+            "reactions": _NOISE_REACTIONS,
+        }
+        responses = iter([
+            _mock_response(json_data={"head": {"sha": "abc123"}}),
+            _mock_response(json_data=comment_payload),
+        ])
+        gi._http.request = AsyncMock(side_effect=lambda *a, **kw: next(responses))
+        result = await gi.add_inline_pr_comment("o", "r", 5, "app.py", 3, "fix this")
+        assert result == {
+            "id": 22,
+            "body": "fix this",
+            "author": "octocat",
+            "html_url": "https://github.com/o/r/pull/5#discussion_r22",
+            "created_at": "2026-07-01T00:00:00Z",
+        }
+        post_kwargs = gi._http.request.call_args_list[1].kwargs
+        assert post_kwargs["json"]["commit_id"] == "abc123"
+
+    @pytest.mark.anyio
+    async def test_create_issue_returns_trimmed_issue(self, gi: GitHubIntegration):
+        gi._http.request = AsyncMock(return_value=_mock_response(json_data=_issue_payload()))
+        result = await gi.create_issue("o", "r", "A bug", "Details", ["bug"])
+        assert result == {
+            "number": 7,
+            "title": "A bug",
+            "body": "Details",
+            "state": "open",
+            "author": "octocat",
+            "labels": ["bug", "mcp"],
+            "html_url": "https://github.com/o/r/issues/7",
+            "created_at": "2026-07-01T00:00:00Z",
+            "updated_at": "2026-07-02T00:00:00Z",
+        }
+        assert gi._http.request.call_args.kwargs["json"]["labels"] == ["bug", "mcp"]
+
+    @pytest.mark.anyio
+    async def test_update_issue_returns_trimmed_issue(self, gi: GitHubIntegration):
+        gi._http.request = AsyncMock(
+            return_value=_mock_response(json_data=_issue_payload(state="closed"))
+        )
+        result = await gi.update_issue("o", "r", 7, "A bug", "Details", state="closed")
+        assert result["state"] == "closed"
+        assert result["author"] == "octocat"
+        assert set(result) == {
+            "number", "title", "body", "state", "author", "labels", "html_url", "created_at", "updated_at",
+        }
+
+    @pytest.mark.anyio
+    async def test_update_reviews_returns_trimmed_review(self, gi: GitHubIntegration):
+        payload = {
+            "id": 80,
+            "node_id": "PRR_abc",
+            "user": _NOISE_USER,
+            "body": "LGTM",
+            "state": "APPROVED",
+            "html_url": "https://github.com/o/r/pull/5#pullrequestreview-80",
+            "pull_request_url": "https://api.github.com/repos/o/r/pulls/5",
+            "_links": {"html": {"href": "https://github.com/x"}},
+            "submitted_at": "2026-07-01T00:00:00Z",
+            "commit_id": "abc123",
+            "author_association": "OWNER",
+        }
+        gi._http.request = AsyncMock(return_value=_mock_response(json_data=payload))
+        result = await gi.update_reviews("o", "r", 5, "APPROVE", "LGTM")
+        assert result == {
+            "id": 80,
+            "state": "APPROVED",
+            "body": "LGTM",
+            "html_url": "https://github.com/o/r/pull/5#pullrequestreview-80",
+            "submitted_at": "2026-07-01T00:00:00Z",
+        }
+
+    @pytest.mark.anyio
+    async def test_update_assignees_all_applied(self, gi: GitHubIntegration):
+        payload = _issue_payload(
+            assignees=[{**_NOISE_USER, "login": "a"}, {**_NOISE_USER, "login": "b"}]
+        )
+        gi._http.request = AsyncMock(return_value=_mock_response(json_data=payload))
+        result = await gi.update_assignees("o", "r", 7, ["b", "a"])
+        assert result == {
+            "status": "ok",
+            "assignees_requested": ["a", "b"],
+            "assignees_applied": ["a", "b"],
+            "issue_url": "https://github.com/o/r/issues/7",
+        }
+
+    @pytest.mark.anyio
+    async def test_update_assignees_partial(self, gi: GitHubIntegration):
+        payload = _issue_payload(assignees=[{**_NOISE_USER, "login": "a"}])
+        gi._http.request = AsyncMock(return_value=_mock_response(json_data=payload))
+        result = await gi.update_assignees("o", "r", 7, ["a", "b"])
+        assert result["status"] == "partial"
+        assert result["assignees_applied"] == ["a"]
+        assert "'b'" in result["message"]
+        assert "issue" not in result
+
+    @pytest.mark.anyio
+    async def test_create_release_returns_trimmed_release(self, gi: GitHubIntegration):
+        payload = {
+            "id": 55,
+            "node_id": "RE_abc",
+            "url": "https://api.github.com/repos/o/r/releases/55",
+            "assets_url": "https://api.github.com/repos/o/r/releases/55/assets",
+            "upload_url": "https://uploads.github.com/repos/o/r/releases/55/assets{?name,label}",
+            "html_url": "https://github.com/o/r/releases/tag/v1.0.0",
+            "author": _NOISE_USER,
+            "tag_name": "v1.0.0",
+            "target_commitish": "main",
+            "name": "v1.0.0",
+            "draft": False,
+            "prerelease": False,
+            "created_at": "2026-07-01T00:00:00Z",
+            "published_at": "2026-07-01T00:00:00Z",
+            "assets": [],
+            "tarball_url": "https://api.github.com/repos/o/r/tarball/v1.0.0",
+            "zipball_url": "https://api.github.com/repos/o/r/zipball/v1.0.0",
+            "body": "Generated notes",
+        }
+        gi._http.request = AsyncMock(return_value=_mock_response(json_data=payload))
+        result = await gi.create_release("o", "r", "v1.0.0", "v1.0.0", "notes")
+        assert result == {
+            "id": 55,
+            "tag_name": "v1.0.0",
+            "name": "v1.0.0",
+            "html_url": "https://github.com/o/r/releases/tag/v1.0.0",
+            "draft": False,
+            "prerelease": False,
+            "body": "Generated notes",
+        }
diff --git a/uv.lock b/uv.lock
index ce53ad6..5b2df78 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1,5 +1,5 @@
 version = 1
-revision = 1
+revision = 3
 requires-python = ">=3.14"
 
 [[package]]
@@ -9,48 +9,48 @@ source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "caio" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/48/41/2fea7e193e061ce54eacc3b7bc0e6a99e4fcff43c78cf0a76dd781ed8334/aiofile-3.11.1.tar.gz", hash = "sha256:1f91912c6643d2a4e49ca4ae3514f0bf3867ce948a36d99a6411b8f4755f4cf9", size = 19342 }
+sdist = { url = "https://files.pythonhosted.org/packages/48/41/2fea7e193e061ce54eacc3b7bc0e6a99e4fcff43c78cf0a76dd781ed8334/aiofile-3.11.1.tar.gz", hash = "sha256:1f91912c6643d2a4e49ca4ae3514f0bf3867ce948a36d99a6411b8f4755f4cf9", size = 19342, upload-time = "2026-05-16T08:18:33.538Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/67/cd/0d76dfc5de72bde52f55f53e925c7d152d9c7906634ec1e0cbc7e8d4ad93/aiofile-3.11.1-py3-none-any.whl", hash = "sha256:ce77d14ac07f77bc2b757834a5c129321f3f705c474593deed5ab209079a52c9", size = 20446 },
+    { url = "https://files.pythonhosted.org/packages/67/cd/0d76dfc5de72bde52f55f53e925c7d152d9c7906634ec1e0cbc7e8d4ad93/aiofile-3.11.1-py3-none-any.whl", hash = "sha256:ce77d14ac07f77bc2b757834a5c129321f3f705c474593deed5ab209079a52c9", size = 20446, upload-time = "2026-05-16T08:18:32.051Z" },
 ]
 
 [[package]]
 name = "annotated-doc"
 version = "0.0.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288 }
+sdist = { url = "https://files.pythonhosted.org/packages/57/ba/046ceea27344560984e26a590f90bc7f4a75b06701f653222458922b558c/annotated_doc-0.0.4.tar.gz", hash = "sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4", size = 7288, upload-time = "2025-11-10T22:07:42.062Z" }
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