MCP Server Directory

Zuul CI — build failure analysis, log search, pipeline status, and job configuration

Permission-aware RAG for agents — ingest docs, hybrid search, cited answers (hosted API).

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

Search and retrieve agent instruction files: system prompts, skills, workflows, and safety filters.

Lightning-fast RAG for AI agents. 4-layer fusion, ONNX Runtime, sub-200ms search.

MCP server for the Handbook API – manage handbook entries via CRUD, overview and tag search.

Jentic Remote MCP Server io.github.jentic/mcp-server

Remote MCP for 1,500+ APIs. Vault-managed credentials; OAuth or API key. Search, load, and execute.

Search FDIC institutions, branches, failures, and peer analysis over MCP.

IndoCourtAtlas io.github.IndoTender/indocourtatlas

Search and read Indonesian court cases. Filter by court, year, and case type.

SocialDataX 快手 Kuaishou MCP com.52choujiang/kuaishou-insights

Kuaishou hot, suggestions, video/user search, details, comments/replies, profiles/posts, transcript.

Semantic search and AI context for your Obsidian vault. Surface patterns with catalysts.

FTIR.fun Spectral Search io.github.jxbaoxiaodong/ftirfun-mcp

FTIR spectral search and material identification for AI agents via MCP.

MCP server for searching and reading PmWiki pages with text queries and group filtering.

Search, discover, and contribute to AgentPedia - the knowledge base for AI agents.

Indian equity research MCP — 5,000+ NSE/BSE stocks, financials, KPIs, and concall transcripts.

Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

Aibooma - AI Agent Registry com.aibooma/agent-registry

AI agent registry — search, discover, register, and connect agents via MCP.

Flexible multi-leg, multi-airport flight search - cheapest valid combination across an itinerary.

Fast local full-text search for Windows files (tantivy + jieba), exposed to AI agents over MCP.

Empirical maritime distances from real AIS tracks: 4 route variants, port lookup, bulk matrix

Search YouTube, get video metadata, and extract timestamped transcripts for AI workflows.

Fully local MCP server and CLI for web research

AlphAI io.github.makeev/alphai-mcp

Financial news for AI agents: search, trending, insider, earnings reads, macro, scored 1-10.

Court Records io.github.martc03/court-records

Federal court records and PACER case data. 4 MCP tools for legal research.