Leaderboard/Gemini File Search
MCP ServerScored via MCP protocol probing: initialize handshake, tools/list conformance, and ping + tool invocation performance.

Gemini File Search

MCP server for Google's Gemini File Search and RAG (Retrieval-Augmented Generation). ## Features - Create and manage File Search stores - Upload documents (text, PDF, base64) with custom metadata and chunking config - Import existing Gemini files into stores - Track upload/operation status - Query documents using RAG with model selection and metadata filtering ## 12 Tools **Store Management**: create, list, get, delete stores **Upload & Import**: upload content directly or import existing files **Operations**: check status of store/upload operations **Documents**: list, get, delete documents in stores **RAG Query**: query documents with Gemini models (supports metadata filters) ## Configuration - GEMINI_API_KEY — Get one at https://aistudio.google.com/apikey

50/100
Operational Score
Score Breakdown
Availability30/30
Conformance10/30
Performance10/40
Key Metrics
Uptime 30d
100.0%
P95 Latency
590.9ms
Conformance
Fail
Trend
Stable
What's Being Tested
Availability
HTTP health check to the service endpoint
Responded with HTTP 401 in 225ms
ConformanceNot tested
MCP initialize handshake + tools/list
Performance
MCP ping + zero-arg tool invocation benchmarking
P95 latency: 590ms, task completion: 0%
Recent Probe Results
TimestampStatusLatencyConformance
Apr 16, 2026success225msPass
Apr 16, 2026success514.3msPass
Apr 16, 2026success194.8msPass
Apr 16, 2026success464.5msPass
Apr 16, 2026success216.1msPass
Apr 16, 2026success244.4msPass
Apr 16, 2026success251msPass
Apr 16, 2026success541.4msPass
Apr 16, 2026success171.1msPass
Apr 16, 2026success413.4msPass
Source Registries
smithery
First Seen
Mar 29, 2026
Last Seen
Apr 18, 2026
Last Probed
Apr 16, 2026