MT
MCP Trace io.github.abhishekash/mcp-trace 2.6 · 51/100 Query OpenTelemetry traces from agent runs through MCP.
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Monitoring and observability Official MCP Registry · PyPI Local MIT
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Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.
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Other Official MCP Registry · PyPI Local MIT
VA
Vayl io.github.ac12644/vayl 2.6 · 51/100 Reconciling memory for AI agents: a changed fact retires the old value, with history and approval.
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Memory and context Official MCP Registry · PyPI Local APACHE-2.0
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Google Search Console: SEO audits, performance queries, URL inspection, indexing checks.
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Marketing and SEO Official MCP Registry · PyPI Local MIT
CI
Code Index io.github.achreftlili/code-index 2.6 · 51/100 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
RE
Regintel io.github.ad0750/regintel-mcp 2.6 · 51/100 MCP server for the RegIntel API: regulatory data across 41 jurisdictions, 212 regulations.
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Legal and compliance Official MCP Registry · PyPI Local MIT
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Reference MCP stdio server for observing Vercel projects and deployments.
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Cloud platforms Official MCP Registry · npm Local MIT
IN
Instagram io.github.adelaidasofia/instagram-mcp 2.6 · 51/100 Official, multi-account Instagram Graph API MCP: read, publish, analytics, comments, DMs.
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Marketing and SEO Official MCP Registry · PyPI Local MIT
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Multi-workspace Linear MCP — PAT auth, 57 tools + 3 prompts, substrate enforcement, drop-in.
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Project management Official MCP Registry · PyPI Local MIT
CA
Canvas io.github.admin978/canvas-mcp 2.6 · 51/100 Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
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Design and media Official MCP Registry · PyPI Local MIT
LA
Laserfiche io.github.adventist-gc/laserfiche-mcp 2.6 · 51/100 MCP server for self-hosted Laserfiche repositories — search and read documents from Claude.
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Office documents and spreadsheets Official MCP Registry · PyPI Local MIT
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Classify Polymarket wallets as human or bot, score their trading edge, read open positions.
0% up · 30 days
Finance and payments Official MCP Registry · PyPI Local Remote MIT
PA
Pane io.github.aerolalit/pane 2.6 · 51/100 Hand a human a rich interactive UI by URL and get structured data back, from any MCP client.
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Other Official MCP Registry · npm Local MIT
AF
Afferens io.github.afferens/mcp-server 2.6 · 51/100 Real-time physical perception for AI agents — vision, spatial, acoustic, environmental
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Other Official MCP Registry · npm Local MIT
AF
affset io.github.affset/mcp 2.6 · 51/100 Run affset from chat: stats, campaigns, zones, payouts, targeting, and team.
100% up · 30 days
Communication and chat Official MCP Registry · npm Local Remote MIT
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Inspect n8n, Dify, Trigger.dev and Activepieces automation exports before deployment.
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Workflow automation Official MCP Registry · PyPI Local APACHE-2.0
MM
Makefile MCP io.github.ai-ronin-systems/makefile-mcp 2.6 · 51/100 Expose trusted GNU Make targets as governed MCP tools without a generic shell.
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Operating system and shell Official MCP Registry · PyPI Local APACHE-2.0
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Daily Bitcoin risk with freshness state on every response. Research context, not advice.
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Finance and payments Official MCP Registry · npm Local APACHE-2.0
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Read-only Human Standards guidance for accessible, usable interface design.
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Other Official MCP Registry · npm Local SEE-LICENSE-IN-LICENSE.MD
PV
Proxmox VE io.github.akmalovaa/proxmox-mcp 2.6 · 51/100 Manage Proxmox VE nodes, VMs, containers, storage and snapshots. Read-only by default.
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DevOps and infrastructure Official MCP Registry · PyPI Local MIT