MCP Servers 5,049

Sgdata

io.github.sypherin/sgdata-mcp

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Singapore government data for AI agents: ACRA, HDB, COE, URA, SingStat, MAS, IRAS.

Decisionmatrix

io.github.inity13/decisionmatrix-mcp

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Deterministic multi-criteria decision analysis for AI agents — score, rank & explain options.

Local MCP server for AI coding safety: risk checks, sessions, checkpoints, and fix prompts.

Mandateguard

io.github.ezequiellich44-cmd/mandateguard

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Deterministic payment policy guardrail for AI agents - budgets, allowlists, signed mandates.

Cryptodata

io.github.kota1026/cryptodata-mcp

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CryptoData MCP Server - Real-time crypto market data, DeFi analytics, and on-chain intelligence...

Drop to CDNNew

io.github.Nexus-JPF/droptocdn

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Upload files and get instant public CDN URLs from Claude Desktop, Cursor, and other MCP hosts.

Saudi Vat ProNew

io.github.Morouna1/saudi-vat-pro

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Submit and manage ZATCA-compliant Saudi e-invoices through Saudi VAT Pro.

File Organizer Ai

io.github.CSOAI-ORG/file-organizer-ai-mcp

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File Organizer Ai MCP Server by MEOK AI Labs

Claude Agy

io.github.PyModel/claude-agy-mcp

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Delegate heavy tasks from Claude Code to the Antigravity CLI (Gemini) with quota-aware failover.

OCL Context LayerNew

io.github.Nantiai/ocl-standard

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Reference MCP server for OCL, an open standard giving AI agents scoped business meaning for Odoo.

Agenthub MonitorNew

io.github.NEVELSK65/agenthub-monitor

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Renders a pipeline DAG and test-harness dashboard inline as an MCP App

Inspect Mac and AI-tool storage, explain file activity, and clean safely with Trash and Undo.

Sealgate

io.github.Edison-Watch/sealgate-mcp

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Sealgate gateway proxy: list governed MCP servers and review agent session and audit status.

RentctlNew

io.github.Michael-Drake/rentctl

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Leased dev environments — every server dies when its AI session ends.

Slop Eval

io.github.RudrenduPaul/slop-eval

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Wraps the slop-eval CLI as a single generic MCP tool for genericness scoring of AI UI output.

Inferbench

io.github.RudrenduPaul/inferbench

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Benchmarks local LLM inference speed (tokens/sec) on your own hardware via MCP tools.

Performance Ai

io.github.CSOAI-ORG/performance-ai-mcp

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Performance Ai MCP Server by MEOK AI Labs

Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

Zh Education

io.github.malkreide/zh-education-mcp

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Canton and City of Zurich education data: schools, statistics, infrastructure

Make animated travel-route videos: plan a route, style the animation, render an MP4.

Spotify

io.github.XavierFabregat/spotify-mcp

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Conversational Spotify control from AI clients: play, queue, devices, playlists, and library.

mcp

io.github.gripforgeai/mcp

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Attach weapons and props to rigged 3D characters: hand-bone detection, fist close, engine binds.

Evidence-based supplement guidance: clinical doses, form comparisons, interactions, cost-per-dose.

TooldashNew

io.github.LassiB999/tooldash-mcp

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Offline PDF and text tools: merge, extract pages, inspect, clean text.