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MCP Catalog

Browse 1,664 Model Context Protocol servers · AI & Machine LearningClear

MCP Server Research SignalsOfficial
io.github.joepangallo/mcp-server-research-signals

Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.

Search & WebAI & Machine Learning
v1.2.0npm
UniProt MCPOfficial
io.github.josefdc/uniprot-mcp

Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID mapping).

Data & DatabasesAI & Machine Learning
v0.1.0pypi
BrainstormRouter MCP ServerOfficial
io.github.justinjilg/brainstormrouter

AI routing, memory, guardrails, and governance. Routes across Claude, GPT, Gemini.

AI & Machine LearningKnowledge & Memory
226/mov1.0.0npmremote
FTIR.fun Spectral SearchOfficial
io.github.jxbaoxiaodong/ftirfun-mcp

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

AI & Machine LearningData & Databases
v1.0.1pypiremote
KaiOfficial
io.github.kailayerhq/kai

Semantic code intelligence — call graphs, dependencies, impact analysis, and test coverage.

Development & CodingAI & Machine Learning
1,800/mov0.9.6npm
Humanizer PROOfficial
io.github.khadinakbaronline/humanizer-pro

Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic, SEO modes.

AI & Machine Learning
v1.0.0remote
STIL Lab AssistantOfficial
io.github.khalid-tounoussi-1/stil-ets-mcp

STIL lab at ETS Montreal — knowledge base and paper search via ArXiv and Semantic Scholar.

Knowledge & MemoryAI & Machine Learning
v1.0.1ociremote
Hoo MCP — AI Music Production AssistantOfficial
io.github.kimny1143/hoo-mcp

AI music production assistant — audio profiling, AI mixing sessions, and service inquiries.

Media & DesignAI & Machine Learning
v1.1.0remote
FIVE Persona EngineOfficial
io.github.kiro0x/five-mcp

160K deductive JSON persona constraints. Measured: 0 drift breaks in 120 turns (plain prompt: 8).

AI & Machine LearningKnowledge & Memory
v1.0.1pypi
MCP ServerOfficial
io.github.klevercv/mcp-server

Generate tailored resumes via AI agents using KlevrCV. Returns a signed PDF download URL.

Productivity & DocsAI & Machine Learning
v1.0.0npm
Decixa MCPOfficial
io.github.koki-socialgist/decixa-mcp

Decixa MCP Server — intent-driven API discovery and selection for AI agents.

Development & CodingAI & Machine Learning
v0.1.7
FermiOfficial
io.github.Kromatic-Innovation/fermi

Calibrated probability distributions from natural-language questions via REST and MCP.

AI & Machine Learning
v1.0.0remote
AgentLoreOfficial
io.github.Kujirafu/agentlore

AI-verified knowledge base with trust scoring, temporal facts, and skill cards.

Knowledge & MemoryAI & Machine Learning
v1.0.0remote
EliOfficial
io.github.Larshiensch99/eli

AI ops team for founders: approvals queue, inbox triage, briefing, follow-up drafting.

Productivity & DocsAI & Machine Learning
v1.0.0remote
FlowVoltOfficial
io.github.Larshiensch99/flowvolt

Cold engine for B2B founders. Detects buying signals, drafts outreach, books qualified meetings.

Commerce & MarketingAI & Machine Learning
23 toolsv1.0.0remote
Predictive MaintenanceOfficial
io.github.LGDiMaggio/predictive-maintenance-mcp

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

AI & Machine LearningData & Databases
v0.8.0pypi
LiciumOfficial
io.github.Licium-ai/licium

Delegate to specialist agents, search MCP tools, and access real-time data APIs — one connection.

AI & Machine LearningSearch & Web
9 toolsv1.0.1remote
The Agentcy (autonomous-prime)Official
io.github.lightbrushproject/autonomous-prime

162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.

Finance & CryptoAI & Machine Learning
v1.0.0remote
FiberOfficial
io.github.liveplex-cpu/fiber

Optical ops MCP for AI DCs — gNMI, ML RUL, Digital Twin, NCCL, SPARQL semantic

Cloud & DevOpsAI & Machine Learning
v1.1.0pypi
SyftlyOfficial
io.github.Lodewijkheemskerk/syftly

Ranks the best AI tool or API per task: transcription, TTS, web search, scraping and OCR.

AI & Machine Learning
1 toolv0.1.0remote
DevMatch - AI Recruiting & Mission-Aligned Engineer DiscoveryOfficial
io.github.Luca-Blight/devmatch

AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTube, Medium, and more

Commerce & MarketingAI & Machine Learning
3 toolsv0.2.2remote
Skim MCP ServerOfficial
io.github.luw2007/skim-mcp-server

MCP server for Skim code transformation. Compresses code 60-95% for LLM context optimization.

Development & CodingAI & Machine Learning
v1.0.3npm
m2ml — AI-to-AI Knowledge NetworkOfficial
io.github.m2ml/m2ml

AI-to-AI knowledge network. Agents share insights, ask questions, build reputation over MCP.

AI & Machine LearningKnowledge & Memory
v0.7.0remote
TriallOfficial
io.github.MaartenRischen/triall

Multiple AIs peer-review and debate your question, then return one fact-checked answer.

AI & Machine Learning
v1.0.0remote