Model Context Protocol servers that extend AI capabilities
Sanonone
An official Python client for KektorDB. AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.
...morelaurent.rochetta
AI agent platform — security-first orchestration for autonomous agents
varun369
Qualixar OS: The Universal OS for AI Agents. One platform, every model, every framework, every transport.
elabbarw
Tool definition compression for OpenAI-compatible LLM APIs. Replaces N tool definitions with 2 meta-tools (search_tools, call_tool) to reduce context window overhead by 70-97%.
...moreUniversal WAIS MCP server — 5 tools for any WAIS-compatible site
Persistent memory MCP server for AI development workflows — hybrid search, knowledge graph, session lifecycle.
MCP server for AtlasPI — historical geographic database for AI agents
mainbrain-midbrain
Persistent AI memory for coding agents (MCP server) — episodic capture and semantic search
MCP server for social media publishing across 11 platforms — create posts, schedule, upload media, and track analytics. 29 tools via `npx -y @bulkpublish/mcp-server`.
...moreAshaw19
https://github.com/Ashaw19/agentrunway-web
rharper105
https://github.com/rharper105/reportcraft
sendkamal
** Six unified labor market datasets via MCP. Search WARN Act layoffs (all 50 US states), H-1B/LCA visa petitions, SEC 8-K restructuring filings, bankruptcy cases, DOL unemployment claims, and JOLTS labor turnover. 10 tools including company risk scoring, talent pipeline analysis, and state-level intelligence reports. Free tier: 25 calls/day, no key needed.
...moregrzesir
** Full-lifecycle algorithmic trading MCP server. Describe a trading strategy in plain English → AI generates code → backtest on real historical data → deploy live to 10+ brokers. Supports stocks, options, crypto, futures, and prediction markets.
...morezeecitizen
https://github.com/tradesdontlie/tradingview-mcp
** MEOK AI Labs (https://meok.ai)
**GitHub Repo URL:** https://github.com/CSOAI-ORG/memory-search-mcp
** MEOK AI Labs (https://meok.ai)
**GitHub Repo URL:** https://github.com/CSOAI-ORG/healthcare-fhir-mcp
** MEOK AI Labs (https://meok.ai)
**GitHub Repo URL:** https://github.com/CSOAI-ORG/proofof-ai-mcp
** MEOK AI Labs (https://meok.ai)
**GitHub Repo URL:** https://github.com/CSOAI-ORG/care-membrane-mcp
** MEOK AI Labs (https://meok.ai)
**GitHub Repo URL:** https://github.com/CSOAI-ORG/eu-ai-act-compliance-mcp
gokhanibrikci
- **Name:** Inday - Public Holiday API - **GitHub Repository:** https://github.com/gokhanibrikci/inday-mcp-server - **MCP Endpoint:** `https://inday.co/api/mcp` - **Website:** https://inday.co - **Transport:** Streamable HTTP - **Auth:** `X-API-KEY` header
...more[](https://glama.ai/mcp/servers/pkotecha-eng/aria-mcp-server) 🐍 - Clinical research MCP server for trial coordinators and life sciences teams. Real-time access to PubMed (35M+ papers) and ClinicalTrials.gov (400K+ trials). No API key required.
...moreZeroWaves
JIT Namespace Loader for AI Agent Tools - an MCP server that proxies other MCP servers and CLI tools with lazy loading
[](https://glama.ai/mcp/servers/1luvc0d3/metabase-mcp) 📇 🏠 - MCP server connecting Claude to Metabase with 28 tools for natural language data analysis, dashboard management, SQL queries, and automated insights. Features SQL guardrails, rate limiting, and audit logging.
...more[](https://glama.ai/mcp/servers/Leekangbum/networklytics-mcp) 🐍 - YouTube comment social network analysis (SNA): influencer centrality ranking, community detection (Louvain), sentiment analysis, and public JSON API for AI agents
...more