MCP servers (13256)
Lune Research
Search peer-reviewed papers and research methodology guidance from your AI agent.
MANNA
MCP server for IVOA astronomical archives: NOIRLab Astro Data Lab, NRAO/ALMA, CADC, ESO, Gaia
MCP Sandbox Computer VM for AI
Named Docker and Fly Machine sandbox computers with an interactive MCP App dashboard.
Magnemo
Governed Memory for AI Agents, in plain local files. No network calls of its own.
Mailbox
Self-hosted MCP server for unified IMAP/SMTP mailbox access: read, list, and send email.
Marketing Intelligence & Optimization
Analyze Product performance on Platforms like youtube, instagram etc. To optimize Marketing.
Marktplaats & 2dehands
Search Marktplaats & 2dehands (NL/BE classifieds), vet sellers, compare prices, use your account.
Mass Spectrometry Data (mzML, Bruker TDF, vendor conversion)
MCP server for LC-MS data in mzML/mzMLb and Bruker timsTOF files; vendor formats via msconvert.
Mastery Pathing
Map prerequisites, track mastery and recommend the next topic each learner is ready for.
Media Generator — Images, Videos & Audios
Generate marketing images, videos and audios for campaigns, product content, and brand assets.
MemoryGuard
Local-first governed MCP memory backend for coding agents.
MemoryGuard
Local-first governed MCP memory backend for coding agents.
MetaGO Agent Harness
Decision lock, anti-hallucination, meta-evolution and provenance for any MCP agent. 55 tools.
MetaGO Algorithms
927 deterministic algorithms as 57 MCP tools: coupling, value, distance, correlation, reduction.
MeteoSwiss MCP Server
Swiss weather data for AI assistants — forecasts, measurements, stations, pollen.
Microsoft Planner
Microsoft Planner MCP server — plans, buckets, tasks via Microsoft Graph, ETags handled
Minds: Synthetic Market Research Panels
Run AI market research: synthetic customer panels for concept testing, message testing, segments.
Mitos
Architectural decision memory for LLM-native workflows — markdown for humans, a graph for agents.
NASA MCP by UnClick
NASA tools for nasa, space, astronomy by UnClick.
OmniScholar
Literature, Zotero, PDF, citation, materials, and scientific image tools for research agents.
On Board
Cross-platform shared memory and ticket coordination for AI agents across MCP clients.
Onplana
AI-native project and portfolio management platform for PMOs. OAuth + PAT.
Open Archives
MCP server for Open Archives: Dutch genealogical records and historical page transcriptions.
Open Food Facts MCP by UnClick
Search food products, ingredients, nutrition, brands, and categories. No API key. By UnClick.
Open Library MCP by UnClick
Open Library tools for books, openlibrary, library by UnClick.
Open-Meteo Weather MCP by UnClick
Open-Meteo Weather tools for weather, forecast, open-meteo by UnClick.
OpenF1 MCP by UnClick
Formula 1 sessions, drivers, positions, laps, pit stops, car data, radio, and weather. By UnClick.
Ophis MCP
Gasless, MEV-protected onchain token swaps for AI agents on 14 EVM chains, built on CoW Protocol.
Optimization Solver (LP / MIP Scheduling)
Solve production, blending, transport and scheduling problems with LP and MIP.
PDF Redaction MCP
MCP server for detecting and redacting PII (Personally Identifiable Information) in PDF documents.