MCP Servers
Model Context Protocol servers that give AI agents access to tools and data — sourced from the official MCP registry and ranked by GitHub stars.
Squish
Give AI random access to video: timestamped contact sheets + zoom into any start/end range.
io.github.giovanemartins/localstack
MCP server for LocalStack AWS services, enabling AI agents to interact with local AWS infra.
io.github.girik-chadha/interviewer-mcp
Full technical interview prep: company briefing, concepts, code deep-dive, mock interviews.
Giskard Oasis
Contextual guidance for AI agents in fog states. Claude-backed, Ed25519, Lightning payment.
Giskard Search
Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, karma discounts.
Yandex Direct
MCP server for Yandex Direct API v5: manage PPC campaigns, ads, keywords, and statistics.
Generate a timed exam on any topic and take it in an interactive exam sheet with live grading.
io.github.gluip/chart-canvas
Create interactive visualizations and query data sources (SQLite, CSV, Parquet, JSON)
io.github.goldmembrane/codesafer
Scans AI-generated code for invisible Unicode, Trojan Source, and supply-chain threats.
io.github.gong8/knownissue
Shared debugging memory for AI coding agents
Kelvia
Task manager your agent can fully operate: boards, tasks, sprints, roles, worklogs, day planner.
GoodSender
Free consent-based emailing and interactive email template design tools
io.github.goodmeta/intelligence-mcp
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x402, MPP, UCP.
ActTrace
Classify AI systems under the EU AI Act and generate Article 50 transparency notices.
io.github.gpavan1992/globalpulse-mcp
Real-world intelligence MCP — macroeconomics, climate, disasters, trade & aviation.
io.github.gregario/3dprint-oracle
3D printing filament and materials knowledge MCP server
io.github.gregario/hearthstone-oracle
Hearthstone card search, deck analysis, strategy coaching, and archetype classification
io.github.gregario/tft-oracle
TFT champion, trait, item, and augment data for LLMs via CommunityDragon
Website safety and trust analysis. Verify domain reputation and detect phishing with GridinSoft.
Magnifica Humanitas (Leo XIV, 2026): navigate 245 paragraphs, sections, and footnotes.
io.github.grossiweb/toolroute
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
Scan URLs for WCAG 2.1 violations, generate AI fixes, and produce VPAT 2.5 compliance reports.
MCP server for GroupDocs.Comparison — compare, analyze, and inspect documents via AI agents.
MCP server for GroupDocs.Metadata — read, search, write, and remove document metadata.
io.github.grulex/grpc-invoke-mcp
MCP server for describing and invoking gRPC methods
An MCP server that provides tools for interacting with Deep State Representation (DSR) graphs.
pingwa
Zero-setup WhatsApp notifications + human-in-the-loop for AI agents — text 'join', send in 60s.
SpendNod
AI agent spending controls. Set limits, blocklists, and caps. Approve transactions from your phone.
BioMCP
50+ biomedical data sources in one MCP server — PubMed, ClinVar, gnomAD, KEGG, and more