GE
Gemdex io.github.nikships/gemdex Persistent memory layer for AI coding agents: save, recall, update via Gemini plus LanceDB
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Memory and context Official MCP Registry · npm Local 327 a week MIT
SP
Specshield io.github.specshield26/specshield-mcp-server The API-change deploy gate for AI coding agents. Read-only breaking-change detection.
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Coding agent tools Official MCP Registry Local
OP
OpenTrain io.github.OpenTrain-AI/opentrain Hire human data labelers, RLHF annotators, and evaluators from your coding agent.
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Coding agent tools Official MCP Registry · npm Local 302 a week MIT
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Local mail between coding-agent sessions on one machine; relays to a running Swarmail server.
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Email Official MCP Registry · npm Local 302 a week MIT
AI
AIGUI io.github.liliang-cn/aigui Let coding agents draw charts, diagrams, 3D, molecules and animated topologies as PNGs or live pages
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Design and media Official MCP Registry · npm Local 302 a week MIT
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LSP call graph for coding agents: a symbol's callers, callees, tests and live files in one call.
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Developer tools Official MCP Registry · npm Local 284 a week GPL-3.0-OR-LATER
KI
Kineti io.github.therawlogs/kineti Kineti: spend cap, undo, and test proof for AI coding agents
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Coding agent tools Official MCP Registry · npm Local 268 a week MIT
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Deterministic context selection for AI coding agents. Local memory that compounds across sessions.
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Coding agent tools Official MCP Registry · npm Local 267 a week SEE-LICENSE-IN
MA
Mason com.adrianczuczka/mason Engineering decisions, change impact, documentation audits, and CI evidence for coding assistants.
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Coding agent tools Official MCP Registry · npm Local 264 a week MIT
WA
Warden io.github.rynald0cst0ltziam/warden Verified context layer for AI coding agents — prunes, compresses, indexes, remembers. 32 MCP tools.
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Coding agent tools Official MCP Registry · npm Local 262 a week SEE-LICENSE-IN
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Shared local memory for coding agents: SQLite, semantic recall, linked entities, code navigation.
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Memory and context Official MCP Registry · npm Local 258 a week MIT
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Skills library for AI coding agents
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Coding agent tools npm Local 26k a week APACHE-2.0
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Design-first MCP for coding agents that improves websites with screenshot-grounded iteration.
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Coding agent tools Official MCP Registry · PyPI Local MIT
SW
Swebsy io.github.swebsy/mcp Build and edit real websites in Swebsy Studio from your coding agent — no per-token AI fees.
100% up · 30 days
Coding agent tools Official MCP Registry · npm Local Remote 64 a week MIT
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Read your Realtime Avatar avatars, credit balance and session bill from a coding agent.
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Coding agent tools Official MCP Registry · npm Local 233 a week MIT
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Universal task management for AI coding agents - CLI + MCP server + interactive TUI
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Project management npm Local 23k a week APACHE-2.0
ZA
Zas io.github.soke1556/zas-agent Move files and notes between a coding agent and your Zas channels, encrypted here or via Directo.
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Docs and knowledge bases Official MCP Registry · npm Local 226 a week MIT
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AI code review for your AI assistant — review local changes, branch diffs, and patch files.
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Developer tools Official MCP Registry · npm Local 224 a week MIT
GI
Girder io.github.dhishwasher/girder Saves AI coding-agent context by giving exact code instead of whole files, from a local graph.
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Coding agent tools Official MCP Registry · npm Local 61 a week APACHE-2.0
M1
M1nd io.github.maxkle1nz/m1nd The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.
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Operating system and shell Official MCP Registry · npm Local 216 a week MIT