254 mods tagged fastapi that install into Gemini CLI, measured the same four ways as everything else here: what each costs in tokens on every session, what a security scan found and why, whether it is the original, and what changed.
MCP server Claude CodeCodexCursor +2
MCP stdio bridge for Auto Browser (metapackage for uvx auto-browser-mcp). Runs locally from the auto-browser-mcp Python package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "beever-atlas" as configured in Beever-AI/beever-atlas. Runs beever_atlas.api.mcp_server with python.
ghost-in-the-droid/android-agent
MCP server Claude CodeCodexCursor +2
MCP server "android-agent" as configured in ghost-in-the-droid/android-agent. Launched with android-agent-mcp.
MCP server Claude CodeCodexCursor +2
Apache-2.0 read-only Model Context Protocol (MCP) server for GeoLens. Lets coding agents discover datasets, inspect schemas, and ask spatial questions against any GeoLens instance. Runs locally from the geolens-mcp Python package. Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor +2
One of 2 in claude_desktop_config.json
MCP server "weather", hosted remotely at 127.0.0.1, as configured in gujord/OpenAPI-MCP.
MCP server Claude CodeCodexCursor +2
MCP server "conversationalanalysisengine" as configured in MVPandey/CAE. Runs locally from the ConversationalAnalysisEngine Python package.
Chess-analysis-mcp/tintins-chess-analysis
MCP server Claude CodeCodexCursor +2
MCP server "chess" as configured in Chess-analysis-mcp/tintins-chess-analysis. Runs locally from the . Python package. Needs 6 environment variables to run.
MCP server Claude CodeCodexCursor +2
Accounting knowledge graphs: SEC XBRL filings, QuickBooks ledgers, reports and forecasts over MCP. Remote server at api.robosystems.ai.
arsalan-anwari/2009scape-wiki-api
MCP server Claude CodeCodexCursor +2
MCP server "2009scape-wiki" as configured in arsalan-anwari/2009scape-wiki-api. Runs locally from the . Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
MCP server "srunx" as configured in ksterx/srunx. Runs locally from the srunx[mcp] Python package.
synpulse8-opensource/pulse8-ai-cortex-knowledge-vault
MCP server Claude CodeCodexCursor +2
PULSE8.ai Cortex — agent-native knowledge OS built on Markdown files. Runs locally from the pulse8-ai-cortex-knowledge-vault Python package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
Keyless open data for 84 German cities: 12 lean read-only MCP tools covering 67 data types. Remote server at mcp.infranode.dev.
Open-Agent-Tools/open-paper-trading-mcp
MCP server Claude CodeCodexCursor +2
MCP server "open-paper-trading-mcp" as configured in Open-Agent-Tools/open-paper-trading-mcp. Runs locally from the open-paper-trading-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server for Cathedral — persistent memory and drift detection for AI agents. Runs locally from the cathedral-mcp Python package. Needs 3 environment variables to run.
soulknight666/telegram-account-orchestrator
MCP server Claude CodeCodexCursor +2
MCP server "telegram-account-orchestrator" as configured in soulknight666/telegram-account-orchestrator. Runs locally from the telegram-account-orchestrator Python package.
MCP server Claude CodeCodexCursor +2
MCP server "emercoin-agent" as configured in emercoin/emer-ai-tools. Runs in Docker (docker.io/emercoin/mcp:0.1.0). Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
MCP server "job-search-tool" as configured in VincenzoImp/job-search-tool. Runs locally from the job-search-tool Python package.
MCP server Claude CodeCodexCursor +2
MCP server "deckforge" as configured in Whatsonyourmind/deckforge. Runs deckforge.mcp.server with python. Needs 1 environment variable to run.
JosejuX/rapidapi-metadata-extractor
MCP server Claude CodeCodexCursor +2
Turns any URL into SEO metadata, contacts, tech stack, and AI-ready Markdown, in one call. Remote server at mcp.rapidapi.com.
alexeymasalykin/ai-assistant-eduflow
MCP server Claude CodeCodexCursor +2
MCP server "eduflow" as configured in alexeymasalykin/ai-assistant-eduflow. Runs mcp_server.server with python. Needs 1 environment variable to run.
DeviceIngineering/ozon-mcp-server
MCP server Claude CodeCodexCursor +2
MCP server for Ozon Seller API + Performance API: 151 tools for prices, promos, ads, orders, returns and finance. Runs locally from the ozon-mcp-server Python package. Needs 5 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "jobd" as configured in musharna/jobd. Runs locally from the jobd[mcp] Python package.
MCP server Claude CodeCodexCursor +2
A self-hostable notification layer for AI agents — they report what they did and what needs you; you read one feed and click out to where the work lives. Runs locally from the agent-center-app Python package.
MCP server Claude CodeCodexCursor +2
Live Monero (XMR) network metrics: reorgs, orphan blocks, mining-pool centralization. Remote server at api.monerometrics.net.