diff --git a/pyproject.toml b/pyproject.toml
index 9ce2ff5..56e7937 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,12 +8,11 @@ license-files = ["LICENSE"]
 authors = [{ name = "Agno", email = "hello@agno.com" }]
 
 dependencies = [
-  "agno[os,slack]",
+  # The mcp extra carries fastmcp for AgentOS's MCP server (enable_mcp_server) —
+  # agno 2.7.x declares and pins it there (>=2.7.0a5 for the fastmcp 3.x
+  # host-guard fix), so @context no longer pins fastmcp directly.
+  "agno[os,mcp,slack]==2.7.0a6",
   "fastapi[standard]",
-  # AgentOS's MCP server (enable_mcp_server) imports fastmcp at runtime, but agno
-  # only declares it in its test extra — so @context must depend on it directly.
-  # Pinned <3 because agno 2.6.x targets the fastmcp 2.x API.
-  "fastmcp<3",
   "google-api-python-client",
   "google-auth-httplib2",
   "google-auth-oauthlib",
diff --git a/requirements.txt b/requirements.txt
index f48a72a..e88b3e7 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,6 +1,8 @@
 # This file was autogenerated by uv via the following command:
-#    ./scripts/generate_requirements.sh upgrade
-agno==2.6.16
+#    ./scripts/generate_requirements.sh
+agno==2.7.0a6
+agnoctl==0.1.0a5
+aiofile==3.11.1
 aiohappyeyeballs==2.6.2
 aiohttp==3.14.1
 aiosignal==1.4.0
@@ -10,39 +12,35 @@ anyio==4.13.0
 attrs==26.1.0
 authlib==1.7.2
 beartype==0.22.9
-burner-redis==0.1.7
 cachetools==7.1.4
+caio==0.9.25
 certifi==2026.5.20
 cffi==2.0.0
 charset-normalizer==3.4.7
 click==8.4.1
-cloudpickle==3.1.2
 croniter==6.2.2
-cronsim==2.7
 cryptography==49.0.0
 cyclopts==4.18.0
 detect-installer==0.1.0
-diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docstring-parser==0.18.0
 email-validator==2.3.0
 exceptiongroup==1.3.1
-fakeredis==2.34.1
 fastapi==0.137.1
 fastapi-cli==0.0.24
 fastapi-cloud-cli==0.20.0
 fastar==0.11.0
-fastmcp==2.14.7
+fastmcp==3.4.3
+fastmcp-slim==3.4.3
 frozenlist==1.8.0
-gitdb==4.0.12
-gitpython==3.1.50
 google-api-core==2.31.0
 google-api-python-client==2.197.0
 google-auth==2.54.0
 google-auth-httplib2==0.4.0
 google-auth-oauthlib==1.4.0
 googleapis-common-protos==1.75.0
+griffelib==2.1.0
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -64,7 +62,6 @@ jsonschema==4.26.0
 jsonschema-path==0.5.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
-lupa==2.8
 markdown-it-py==4.2.0
 markupsafe==3.0.3
 mcp==1.27.2
@@ -75,8 +72,8 @@ numpy==2.4.6
 oauthlib==3.3.1
 openai==2.41.1
 openapi-pydantic==0.5.1
-openinference-instrumentation==0.1.53
-openinference-instrumentation-agno==0.1.37
+openinference-instrumentation==0.1.54
+openinference-instrumentation-agno==0.1.38
 openinference-semantic-conventions==0.1.30
 opentelemetry-api==1.42.1
 opentelemetry-instrumentation==0.63b1
@@ -85,17 +82,14 @@ opentelemetry-semantic-conventions==0.63b1
 packaging==26.2
 parallel-web==1.1.0
 pathable==0.6.0
-pathvalidate==3.3.1
 pgvector==0.4.2
 platformdirs==4.10.0
-prometheus-client==0.25.0
 propcache==0.5.2
 proto-plus==1.28.0
 protobuf==7.35.1
 psycopg==3.3.4
 psycopg-binary==3.3.4
-py-key-value-aio==0.3.0
-py-key-value-shared==0.3.0
+py-key-value-aio==0.4.5
 pyasn1==0.6.3
 pyasn1-modules==0.4.2
 pycparser==3.0
@@ -103,18 +97,15 @@ pydantic==2.13.4
 pydantic-core==2.46.4
 pydantic-extra-types==2.11.1
 pydantic-settings==2.14.1
-pydocket==0.22.0
 pygments==2.20.0
 pyjwt==2.13.0
 pyparsing==3.3.2
 pyperclip==1.11.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
-python-json-logger==4.1.0
 python-multipart==0.0.32
 pytz==2026.2
 pyyaml==6.0.3
-redis==8.0.0
 referencing==0.37.0
 requests==2.34.2
 requests-oauthlib==2.0.0
@@ -127,9 +118,7 @@ sentry-sdk==2.62.0
 shellingham==1.5.4
 six==1.17.0
 slack-sdk==3.42.0
-smmap==5.0.3
 sniffio==1.3.1
-sortedcontainers==2.4.0
 sqlalchemy==2.0.51
 sse-starlette==3.4.4
 starlette==1.3.1