AI & ML MCP Servers
LLM providers, agents, models, embeddings, inference, and machine learning workflows.
Mcp Memory
io.github.infoinlet-marketplace
Persistent searchable memory for AI agents — save/get/search across sessions, tags.
Mcp Kafka
io.github.infoinlet-marketplace
Read-only Kafka for AI agents — topics, offsets, consumer groups, peek messages, health.
Mcp Image
io.github.infoinlet-marketplace
Image generation & editing for AI agents (Runware) — text-to-image, bg removal, upscale.
Mcp Github
io.github.infoinlet-marketplace
GitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default.
Mcp Git
io.github.infoinlet-marketplace
Read-only Git inspection for AI agents — log, show, diff, status, blame, grep. No writes.
Mcp Filesystem
io.github.infoinlet-marketplace
Hardened filesystem for AI agents — jailed root, read-only default, traversal/symlink-safe.
Mcp Fetch
io.github.infoinlet-marketplace
SSRF-safe URL fetch for AI agents — clean markdown/text/HTML/JSON, plus guarded REST calls.
Mcp Email
io.github.infoinlet-marketplace
Email for AI agents — read inbox (IMAP), search, and send (SMTP).
Mcp Elasticsearch
io.github.infoinlet-marketplace
Read-only Elasticsearch/OpenSearch for AI agents — search, indices, mappings, count, health.
Mcp Data
io.github.infoinlet-marketplace
Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).
Mcp Codeaudit
io.github.infoinlet-marketplace
Security audit for AI agents — scan code/diffs for leaked secrets, check deps via OSV.
Mcp Calendar
io.github.infoinlet-marketplace
Google Calendar for AI agents — list/create/delete events and free-busy via OAuth token.
Mcp Browser Research
io.github.infoinlet-marketplace
Web browsing & research for AI agents — fetch/read pages, structured extraction, Exa search.
Dns Aid
io.github.infobloxopen
Discover and publish AI agents via DNS using SVCB records (RFC 9460)
Unlocalhost
io.github.info-arnav
Deploy localhost to a private, authenticated link from your AI coding agent.
CryptoAgentMail
io.github.influqa
Hosted email MCP for AI agents with inboxes, send/receive, memory, recovery, and credits.
Inflectiv
io.github.inflectiv
Search, build and manage Inflectiv datasets and AI agents, plus ChainAware on-chain intelligence.
D.O.A.I. Signal Relay
io.github.infinitemindos-doai
Intelligence subscription protocol for AI agents. Scored, filtered AI intelligence signals via MCP.
Uniprof
io.github.indragiek
Universal CPU profiler designed for humans and AI agents
Indicate
io.github.indicateio
AI-powered intelligence for your development workflow via Indicate.
Index9
io.github.index9-org
Discover, shortlist, compare, cost-model, and live-test 300+ AI models from your editor
index365 MCP
io.github.index365usa
Start index365 scans and read prioritized findings your coding agent can use.
Inam Mcp
io.github.inamprotocol
Check an agent's INAM reputation before trusting it, and sign a receipt when work is done.
Tickerr
io.github.imviky-ctrl
Live status, API pricing and rate limits for ChatGPT, Claude, Gemini, Cursor and 42+ AI tools.