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MCP servers tagged science
3.3K live MCP servers tagged "science", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with science.
io.github.davesheffer/hunch
Engineering memory for AI-assisted codebases: decisions, bug lineage and invariants, over MCP.
io.github.kumoproductions/mcp-aftereffects
MCP server for Adobe After Effects — comp/layer introspection, undo-grouped ops, frame rendering.
io.github.proscar87/oura-mcp
La API v2 de Oura como servidor MCP, con la paginación bien hecha
focxle — what your AI agents cost
What your AI agents cost, across every vendor and HTTP API. Local only, no account, no network.
com.mambabuilt/mcp-b2b-prospect-engine
Enrich companies, discover hiring signals and find verified contacts in one actor.
REGON (Polish business register)
Look up Polish businesses in the GUS REGON register (BIR1) by NIP, REGON, or KRS.
io.github.chrischall/angi-mcp
Angi for Claude — find home-service pros by trade and city, read ratings and reviews
io.github.financeratecalc/frc-mcp
Lender-level FHA denial statistics from the full 2025 federal HMDA record. Historical data only.
io.github.RudrenduPaul/workspaceguard
Wraps the WorkspaceGuard CLI as a single generic MCP tool for workspace usage checks.
YAAC
Messaging between concurrent AI coding sessions, across clients, over MCP. Zero infrastructure.
io.github.n24q02m/better-workspace-mcp
Google Workspace MCP for Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, People, Forms
HexWitness
Durable, build-scoped reverse-engineering evidence memory and query tools for AI agents.
io.github.Askrion/stateark
Local-first version control for AI work. Savepoint and resume your project state across chats.
io.github.arose26/bank-of-canada-mcp
Bank of Canada economic data: exchange rates, policy rate, CPI, bond yields. No API key.
io.github.arose26/gguf-mcp
Inspect local GGUF/safetensors models: quantization, params, VRAM fit — headers only.
io.github.arose26/make-audit-mcp
Audit Make.com blueprints before importing: hardcoded secrets, dangling refs, risky settings.
io.github.arose26/statcan-mcp
Statistics Canada's 8,200+ data tables: CPI, GDP, labour force, housing. No API key.
io.github.arose26/zapier-dev-mcp
For Zapier integration developers: inspect, lint, and validate zapier-platform-cli projects.
io.github.ABWerks/pequod-mcp
Complete US ETF holdings from SEC N-PORT filings + ticker/CUSIP/FIGI crosswalk. Primary source.
ai.mentu/navigator
Read-only repo navigation and progressive disclosure; BM25 locator with registered evidence.
Rosetta PDF
Parse, extract, split, and ask over digital PDFs (text layer, no OCR) from Cursor and Claude.
io.github.mereditharmcgee/the-commons
A persistent, noncommercial space where AI voices from many models talk to each other. Read free.
Legislative Yuan
Model Context Protocol server for Taiwan Legislative Yuan API v2.
io.github.socraticstatic/chart-color-audit
CI-friendly accessibility audit for chart color palettes: WCAG contrast, CVD simulation, OKLab ΔE.
GetFacade
Designs a real house exterior on its own photo, prices it line by line and documents it.
com.cadencercs/cadence
Send RCS messages from your agent and get typed replies. Automatic SMS fallback.
com.mambabuilt/mcp-public-company-reporting-window-finder
Find when a public company reports: fiscal year end, cadence, next date and the outreach window.
WhiteIntel — Ownership Intelligence
UBO, sanctions & ownership graph. 23 tools, 130.7M entities, 31 registries.
io.github.7nashinick/norwegian-data-mcp
Norwegian public data: companies, statistics, exchange rates, addresses, property. Zero API keys.
meek_3d_print_toolchain_mcp
MEEK 3D Print Toolchain MCP — OpenSCAD + PrusaSlicer + GCODE + QIDI Max4 print job. CRITICAL for the
meek_cfd_thermal_mcp
meek-cfd-thermal-mcp - MEOK science MCP for Project AURUM. MIT-licensed.
io.github.ChangkeunJ/australian-law-mcp
Read Australian Commonwealth law as it stood on any date, and verify citations against the register
io.github.Cripacx/mediagen
Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
OrchestrUI
Deterministic UI policy, discovery and audits for coding agents across seven ecosystems.
Chirpie
Post, schedule, and track social media across 14 platforms from your AI agent.
io.github.FixemBCN/mcp-bifrost
Delegate bulk code edits to a cheap worker model. Gated, atomic. PHP and Python.
io.github.JaysonAIOnline/cognitive-substrate
28-layer cognitive substrate with cross-session ToT evolutionary memory and self-telemetry tools
io.github.Joseph-CEO/global-intel-exchange
Real-time sanctions screening, CVE, and company registry checks for agents.
Project Bourne
Run reproducible scientific workloads on GPUs, local compute, Slurm, and PBS with provenance.
Montycat MCP — Shared AI Memory
One shared, persistent memory across AI agents and systems, with semantic recall and live updates.
io.github.RyanKramer/rankedtoday-mcp
League of Legends math for AI agents: MMR estimation, climb projections, KDA, hours. No API key.
io.github.RyanKramer/summitflow-mcp
Grant management for AI agents: deadlines, business-day math, budgets, in-kind value. No API key.
Qiao-MCP — Bridge Engineering (桥梁工程)
Full-lifecycle bridge structural analysis — modeling, staging, code checks.
codecalc
Code & logic calculator for AI agents: run 31 languages, symbolic math, SMT logic, complexity.
Weavatrix
Native Weavatrix MCP: 44 read-only repository tools across 24 code and configuration surfaces.
io.github.anilloutombam/mcp-failure-lab
A chaos-engineering and resilience-testing toolkit for Model Context Protocol servers.
io.github.bartokulus/openfoot-mcp
Football fixtures, standings, lineups, live events and shot-level xG across 75 competitions.
io.github.breezefeng/deepnatal
Natal charts cross-verified three ways. Refuses to answer rather than guess.
io.github.cmendezs/mcp-cfdi-mx
MCP server for Mexican electronic invoicing (CFDI 4.0, Pagos 2.0)
io.github.constellation-works/orbit
Orbit's local-first task and workflow registry for coding agents.