FR
Fragments io.github.ConanMcN/fragments-mcp Design system MCP with 9 tools for component discovery, rendering, and a11y auditing
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Developer tools Official MCP Registry · npm Local FSL-1.1-MIT
CA
Calm io.github.Eilodon/calm-mcp MCP server giving coding agents a call-graph-aware, hash-verified view of a codebase, not grep.
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Coding agent tools Official MCP Registry · npm Local MIT
LA
Lakelogic io.github.LakeLogic/lakelogic-mcp Validate, lint, test-run and explain Open Lakehouse Contracts with LakeLogic, from any AI assistant.
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Developer tools Official MCP Registry · PyPI Local APACHE-2.0
SH
Shipfast io.github.QuocTang/shipfast-mcp Quy trình theo wave giữa PO và AI: khung tài liệu, skill, scaffold, nâng cấp three-way merge.
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Developer tools Official MCP Registry · PyPI Local MIT
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Turn Mac apps into MCP tools via the accessibility API: no screenshots, no model per step.
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Developer tools Official MCP Registry · PyPI Local MIT
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Security-first MCP server that connects any OpenAPI, GraphQL, gRPC or SOAP API to AI agents.
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Developer tools Official MCP Registry · PyPI Local MIT
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SQLite-backed hybrid (vector + FTS) code search index for Claude Code over MCP.
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Search and retrieval (RAG) Official MCP Registry · PyPI Local MIT
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MCP server that fronts any OpenAPI service: discover operations from its spec and call them
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Developer tools Official MCP Registry · PyPI Local MIT
AR
Archiet io.github.aniekanasuquookono-web/archiet Archiet MCP server: scaffold full-stack apps from PRD text and extract capabilities.
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Developer tools Official MCP Registry · PyPI Local APACHE-2.0
PO
Portal io.github.apollion69/mcp-portal Cursor CLI delegation for verified bulk reads and reference-driven code generation.
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Developer tools Official MCP Registry · PyPI Local MIT
BU
BumpGuard io.github.appcreationsca/bumpguard Reports which of your code's API usages break when you upgrade a dependency (Python, .NET, Java).
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Developer tools Official MCP Registry · PyPI Local MIT
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Compiler-backed read-only Verilog and SystemVerilog project analysis.
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Developer tools Official MCP Registry · PyPI Local APACHE-2.0
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Secure SQL proxy for AI agents — NL→SQL, AST safety, per-agent RLS, audit log.
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Developer tools Official MCP Registry · PyPI Local MIT
GR
Grafyx io.github.bilal07karadeniz/grafyx Real-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.
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Developer tools Official MCP Registry · PyPI Local MIT
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Playwright-style MCP to inspect, control, and debug PySide6 desktop GUIs.
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Developer tools Official MCP Registry · PyPI Local MIT
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Step-through debugging for AI agents: breakpoints, stepping and live variables in nine languages
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Developer tools Official MCP Registry · npm · PyPI Local MIT
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Autonomous UI debugging MCP server: an agent drives the browser/desktop, reports bugs + UX issues.
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Developer tools Official MCP Registry · npm Local MIT
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Python code intelligence for coding agents: call paths, control flow, and change impact.
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Coding agent tools Official MCP Registry · PyPI Local MIT
FL
flowR io.github.flowr-analysis/flowr Static dataflow analysis, program slicing, linting, and dependency extraction for R code.
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Developer tools Official MCP Registry · npm Local ISC
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Read-only compact MCP server for SAP ABAP ADT: the compact tools that change nothing
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Developer tools Official MCP Registry · npm Local AGPL-3.0-ONLY