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spyder-ai-assistant MCP Server

costantinoai/spyder-ai-assistant

Score: 52.0 Rank #15460 MCP Server
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Local-first AI assistant for Spyder IDE: chat panel, Copilot-style inline completions, and live kernel/variable inspection via Ollama or OpenAI-compatible endpoints. Also exposes Spyder as an MCP server for Claude Code, Codex, and OpenCode.

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Overview

costantinoai/spyder-ai-assistant is a Python MCP server. Local-first AI assistant for Spyder IDE: chat panel, Copilot-style inline completions, and live kernel/variable inspection via Ollama or OpenAI-compatible endpoints. Also exposes Spyder as an MCP server for Claude Code, Codex, and OpenCode.

Ranked #15460 out of 24846 indexed tools.

Ecosystem

Python NOASSERTION 41 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 8

8 stars → early stage

Freshness 25% 2mo ago

Last commit 2mo ago → moderate activity

Issue Health 25% 57%

4/7 issues closed → decent issue management

Contributors 10% 1

1 contributor → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads 13% 41/wk

41 weekly installs → early adoption

Forks 1
Description Detailed
License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Freshness high impact

Last commit was 60 days ago — a recent commit would boost your freshness score

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

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AgentRank score for costantinoai/spyder-ai-assistant
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Matched Queries

"mcp server""mcp-server"topic:mcptopic:model-context-protocol

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