CH
ChangeAtlas io.github.robyroro/mcp-changeatlas 2.6 · 51/100 Local Git change impact and related test discovery with inspectable import paths
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Git and code hosting Official MCP Registry · PyPI Local MIT
CQ
CUDA-Q Docs io.github.rogerawong/cudaq-docs-mcp 2.6 · 51/100 CUDA-Q docs, API reference, and runnable examples for AI agents, pinned to your installed version.
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Docs and knowledge bases Official MCP Registry · PyPI Local APACHE-2.0
ML
Ml Lab io.github.rohithraju-ops/mcp-ml-lab 2.6 · 51/100 Run end-to-end ML experiments from natural language (XGBoost, LightGBM, Optuna).
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Other Official MCP Registry · PyPI Local MIT
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Unofficial MCP server for managing Healthchecks.io checks via the Management API
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Monitoring and observability Official MCP Registry · npm Local MIT
FL
Flstudio io.github.rosasynthesiz/flstudio-mcp 2.6 · 51/100 Control FL Studio with Claude: in-DAW mixing, diagnosis, routing, and composition.
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Design and media Official MCP Registry · PyPI Local MIT
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MCP server for accurate, structure-preserving read/write access to Excel (.xlsx) files
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Office documents and spreadsheets Official MCP Registry · PyPI Local MIT
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Reviews, 14 bounded tax and super worksheets, cited retrieval from your local Markdown. Not advice.
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Finance and payments Official MCP Registry · PyPI Local APACHE-2.0
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Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.
100% up · 30 days
Data warehouses and analytics Official MCP Registry · PyPI Local Remote MIT
MC
mcpforge io.github.saagpatel/mcpforge 2.6 · 51/100 Generate complete, tested FastMCP 3.x MCP servers from one plain-English sentence.
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Other Official MCP Registry · PyPI Local MIT
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Image annotation, incl. histopathology: nuclei, outlines, QC → QuPath/COCO/YOLO. No GPU.
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Design and media Official MCP Registry · PyPI Local MIT
BO
BondSeat io.github.saintmarksventures/bondseat 2.6 · 51/100 Snag hard-to-get Resy tables with automatic cancellation monitoring and scheduled release attempts.
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Monitoring and observability Official MCP Registry · npm Local MIT
AB
Ag Bash io.github.sairam0424/ag-bash 2.6 · 51/100 Sandboxed AI-native bash with 70 agentic tools: run_bash, code edit/diff, WASM Python/JS.
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Operating system and shell Official MCP Registry · npm Local APACHE-2.0
DI
Dify io.github.salted-butter-joshua/dify-mcp 2.6 · 51/100 MCP server exposing Dify knowledge base retrieval to Cursor and other MCP clients
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Docs and knowledge bases Official MCP Registry · PyPI Local MIT
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Deterministic HVAC duct sizing at a fixed or Manual D friction rate; grades existing ducts.
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Other Official MCP Registry · npm Local MIT
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Fan a goal out to cheap parallel LLM workers on your own key or a free local Ollama. Keep your mind.
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Model and agent tools Official MCP Registry · PyPI Local APACHE-2.0
SE
Sentarion io.github.sammyboi81/sentarion 2.6 · 51/100 Governed MCP orchestration, tamper-evident memory, and Claude Code Seatbelt hooks.
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Memory and context Official MCP Registry · PyPI Local APACHE-2.0
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Fetch transcripts, subtitles, chapters, metadata and frames from YouTube and 10+ video platforms
100% up · 30 days
Design and media Official MCP Registry · npm Local Remote MIT
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Safely manage repository-scoped issues across Linear, GitHub Issues, and Jira Cloud.
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Project management Official MCP Registry · npm Local MIT
NE
Negotiate io.github.sanjana-pier39/negotiate-mcp 2.6 · 51/100 Negotiate prices at any negotiate.v1 store. AI shopper tools for Claude.
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Other Official MCP Registry · PyPI Local MIT
KS
Kafka Sentinel io.github.sanjay-amu/kafka-sentinel-mcp 2.6 · 51/100 Read-only Kafka observability MCP server: cluster health, consumer lag, and replay-readiness.
Version check not run yet
Monitoring and observability Official MCP Registry · PyPI Local MIT