MCP Server Directory

Academic Research Intelligence MCP io.github.FoundryNet/academic-intel-mcp

Academic paper search, scientific literature, citation analysis, arXiv & semantic related-work.

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

Government Contracts MCP io.github.FoundryNet/gov-contracts-mcp

Government contract search and federal procurement data: SAM.gov opportunities + USASpending awards.

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

MarkIt io.github.FuzulsFriend/markit

Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.

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

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

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

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

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

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

IndoCourtAtlas io.github.IndoTender/indocourtatlas

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

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.

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

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

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

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

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

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

pixserp com.pixserp/search

Live AI-native web search with citations. One tool for every MCP client. Flat per-request pricing.

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

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