mcp debezium
dockndevai
Community
Debezium / Kafka Connect CDC connector management for AI agents — governed, secret-safe.
Aug 30, 2026AI ML
Local service39/1001
AI & Machine Learning MCP Servers
Servers that call models, run inference, or give agents access to other AI systems and their outputs. The directory lists 929 in this category, of which 367 are hosted remote servers needing no local install. Ranking below reflects maintenance, documentation, install experience and adoption — never payment.
All servers
mcp kafka
dockndevai
Community
Apache Kafka monitoring & management for AI agents (with consumer lag) — governed.
Aug 30, 2026AI ML
Local service39/1001
mcp keycloak
dockndevai
Community
Keycloak admin for AI agents — realms, users, clients, roles; safe-by-default governance.
Aug 30, 2026AI ML
Local service39/1001
droidsight
edgecasehuman
Community
Drives a real Android device over ADB and attaches the resulting screen to every action.
Aug 30, 2026AI ML
Local service39/1001
facebook mcp
IvanBBaev
Community
Facebook Pages MCP server for the Meta Graph API — publishing, insights, moderation, messaging
Aug 29, 2026AI ML
Local service39/1001
SearchForge
divyanshu-iitian
Community
Free open-source web search and page reading for LLMs, AI agents, and RAG.
Jul 25, 2026AI ML
Local service39/1002
Local service39/1002
omp worker mcp
divenire990
Community
Delegate complete coding tasks to the local OMP default model and inspect the result.
Aug 29, 2026AI ML
Local service39/1001
Kenwea — Sandbox Attestation & Agent Marketplace
kenwea-protocol
Community7
Third-party sandbox verdict on any artifact in one call, no account. Also an agent marketplace.
Jul 28, 2026AI ML
Remote service74/100
agentmailkit
ariaxhan
Community
Run scheduled LLM-written email digests from local files and feeds. Local-first MCP server.
Aug 28, 2026AI ML
Local service39/1001
Elicitly
elicitly
Community
Human-in-the-loop for AI agents over MCP elicitation: confirm/form dialogs plus a capability doctor
Aug 27, 2026AI ML
Local service39/1001
swiss snb mcp
malkreide
Community
SNB data portal: exchange rates, balance sheet, policy rates, SARON, monetary aggregates
Aug 30, 2026AI ML
Local service72/100
Community
Licensed, rights-cleared content for AI agents - verifiable license keys + EU AI Act attestation.
Aug 27, 2026AI ML
Remote service39/1001
timps swarm
Sandeeprdy1729
Community
161 AI agents for code gen, health, AI/ML, infra, India-stack. One command.
Aug 27, 2026AI ML
Local service39/1001
neuronsearchlab
NeuronSearchLab
Community
Recommendations, search, catalogue, analytics, and platform admin tools for NeuronSearchLab
Aug 21, 2026AI ML
Remote service77/100
Darwin RAG
Brightdotdev
Community
Local-first RAG engine with MCP server for AI agent integration.
Aug 26, 2026AI ML
Local service39/1001
vision squeezer
eralpozcan
Community
Cut vision-LLM token costs by snapping images to tile boundaries — Claude, GPT, Gemini, Llama, Qwen
Jul 22, 2026AI ML
Local service39/1002
psychopathia mcp
NellInc
Community11
Read-only tools over the Psychopathia Machinalis nosology: 79 conditions, 11 tools.
Jul 3, 2026AI ML
Remote service76/100
CricketStudio MCP
i-m-arul
Community
29 MCP tools for IPL 2026, IPL historical (18 seasons), and Major League Cricket. No API key.
Aug 26, 2026AI ML
Local service39/1001
tokencost dev
atriumn
Community
LLM pricing oracle — model lookup, cost estimation, and comparison via LiteLLM
Aug 25, 2026AI ML
Local service39/1001
ShipPage
jieshu666
Community
Publish HTML or Markdown to a public URL in one call. Zero config, auto-registers on first use.
Aug 25, 2026AI ML
Local service39/1001
ellmos Homebase
ellmos-ai
Community
Local-first LLM orchestration: memory, knowledge, state, routing, swarm, API discovery, plugins.
Aug 25, 2026AI ML
Local service39/1001
ALTWEB Context Loader
danielsoimu
Community
Loads signed ALTWEB context capsules — refuses unsigned, tampered, or untrusted by default.
Aug 24, 2026AI ML
Local service39/1001
sheetrender mcp
sheetrender
Community
MCP server for SheetRender: render PDFs from HTML templates and spreadsheet data.
Aug 24, 2026AI ML
Local service39/1001