Dense Knowledge
Lucky44k
Community
Local-first MCP memory server for persistent LLM knowledge with BM25 retrieval.
Jul 29, 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
openpaper mcp
federicodeponte
Community
Autonomous research engine: auto research from a prompt to a fully-cited academic paper via MCP
Jul 29, 2026AI ML
Local service39/1001
llm advisor
Daichi-Kudo
Community
Real-time LLM/VLM benchmarks, pricing, and recommendations. 300+ models, 5 sources.
Jun 18, 2026AI ML
Local service39/1002
Reel Estate MCP
TryReelEstate
Community4
Turn real-estate listing photos into property videos from your AI assistant.
Jul 6, 2026AI ML
Local service75/100
VerifyAX
verifyax
Community
Evaluate, benchmark, and simulate AI agents on the VerifyAX agent-evaluation platform.
Jul 28, 2026AI ML
Remote service39/1001
betbetter mcp
edushinka
Community3
Free sports model win probabilities and fair odds for nine sports. No API key required.
Jul 26, 2026AI ML
Local service67/100
ACR — Agent Composition Records
Tethral-Inc
Community
Interaction profile registry for AI agents. Log interactions, query behavioral lenses.
Jul 23, 2026AI ML
Local service39/1001
DLBrowser
DekryptLabs
Community
Self-healing web access for AI agents — recovers through bot blocks, captchas and JS pages.
Jul 22, 2026AI ML
Local service39/1001
Krita Codex MCP
cyyprezz
Community
Control Krita through a secure local MCP server and authenticated Windows bridge.
Jul 21, 2026AI ML
Local service39/1001
mcp starmeet
edestory
Community3
Free Vedic astrology MCP: birth-chart, panchang & nakshatra tools. Public API, no key required.
Jul 18, 2026AI ML
Local service64/100
gatefareio
gatefareio
Community
Marketplace of paid HTTP APIs. USDC micropayments via x402 on Base. Non-custodial.
May 31, 2026AI ML
Local service39/1002
Alchemy
fernforge
Community
Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.
Jul 5, 2026AI ML
Local service39/1001
HTTP
Abhishekkumar2021
Community
HTTP/REST client with saved collections, env secrets, and SSRF-safe host allowlisting.
Jul 4, 2026AI ML
Local service39/1001
meta prompt mcp
kapillamba4
Community
MCP server providing official Google and Anthropic prompting guides for meta-prompt generation.
May 19, 2026AI ML
Local service39/1002
toolroute
grossiweb
Community
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchmark executions.
Jul 1, 2026AI ML
Local service39/1001
saju mcp
ghdejr11-beep
Community4
Korean Four Pillars of Destiny (Saju/Bazi): calculate, interpret, compatibility & daily fortune.
Jun 28, 2026AI ML
Local service65/100
rag
fieldcure
Community7
MCP RAG server with hybrid search, multi-KB support, and AI-powered chunk contextualization.
May 25, 2026AI ML
Local service72/100
cortex
VBlackJack
Community
Local multi-client RAG server over the Model Context Protocol.
Aug 31, 2026AI ML
Local service39/100
Community
Deterministic, fail-closed planner for KCP knowledge manifests: kcp_plan, kcp_load, kcp_validate.
Aug 31, 2026AI ML
Local service39/100
ossian mcp
dockndevai
Community
Ask your own documents with citations, plus durable memory for agents. Safe by default.
Aug 31, 2026AI ML
Local service39/100
ratchet
thearchitect0x-glitch
Community
An effect gate for AI agents: ask before you act, so the same side effect happens at most once.
Aug 31, 2026AI ML
Remote service39/100
PromptSpend
AndrewAvery7
Community
LLM pricing where every rate carries its source and the date it was last confirmed.
Aug 31, 2026AI ML
Local service39/100
Unofficial Apple Music for macOS
jaminben
Community
Ask for a playlist. Get a real one, playing in Apple Music — no account, nothing stored.
Aug 31, 2026AI ML
Local service39/100
sovereign ai act mcp
saidbazyar
Community
Classify any AI system under the EU AI Act: risk tier + binding Articles, verbatim from the law.
Aug 30, 2026AI ML
Local service39/100