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Science MCP servers
Science MCP servers indexed by Conduid, ranked by trust score. 1.6K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
DeepPane Focus Space
Create focus spaces and read user-authorized focus history summaries.
Conventions MCP
Memory for coding conventions and standing instructions that persists across sessions.
io.github.MAIAS-project/maias
Validate, query, and safely edit MAIAS app-IA documents: cascading renames, atomic element batches.
Mendrift
MCP server for ML drift detection, MLflow registry diffing, and HMAC-gated model rollback
io.github.HarleyCoops/workspace-alberta
Canadian procurement intelligence: CanadaBuys and Alberta tenders, ranked for your shop.
io.github.chrischall/onthecheap-mcp
On the Cheap MCP — free and cheap events, deals and local guides across 14 US cities
RCA-MCP
Causal root-cause analysis MCP server -- 55 tools across graphs, RCA models, PyRCA.
io.github.frankchu91/mindbase
LLM-maintained personal wiki: cross-references sources, flags contradictions. Local markdown.
cc.operandi/operandi
Grounded, safety-checked appliance operation packages for robots and agents. Zero-config trial.
CodeCartographer
Evidence-backed reverse engineering and human-gated software planning for Pi and MCP coding agents.
OpenHCS
Inspect, author, validate, and run high-content microscopy workflows.
io.github.jaimenbell/rails-mcp
Default-deny action registry, append-only spend ledger, and human sign-off audit trail (MCP tools).
io.github.ericblair1903/nutrients-mcp
Analyze food photos or text for calories, macros, vitamins, minerals, and allergens.
Evolith
Evolith MCP Gateway — NestJS-based Model Context Protocol server for AI agents. Supports stdio and SSE transports.
Cooud Ui
Model Context Protocol server for Cooud UI — lets MCP-compatible AI agents discover and fetch Cooud UI components and blocks from the registry.
Drill
Fault injection and reliability scoring for Model Context Protocol (MCP) servers.
Obsbot
Cross-platform MCP server for OBSBOT Tiny 2 (UVC) camera control
crosstalk-mcp-server
A dependency-free MCP server for AI-context group messaging
io.github.PierreJanineh/tech-debt-mcp
MCP Server for analyzing technical debt across multiple programming languages
Korea Data Suite
Korean public holidays, business-day math, and MOLIT real-estate transactions as MCP tools.
io.github.jedanderson432/jedanderson-corpus-mcp
MCP access to the jedanderson.org corpus — environmental superintelligence and information physics.
io.github.malkreide/swiss-housing-mcp
Swiss Register of Buildings and Dwellings (GWR/RegBL): EGID/EWID lookup, geocoding, housing stats
cadloop OpenSCAD
Compile OpenSCAD, read computed values, preview and measure the mesh, without a GUI.
TechDraw AI
Photo to technical drawing, CAD-ready DXF and DWG, 3D models and product renders.
io.github.botzrDev/dreamd
Local-first, cross-harness memory for AI coding agents.
Market Depth Lab
Read-only Hyperliquid, funding-rate and cross-exchange perpetual spread tools.
io.github.murilojrpereira/mcp-graphql-bridge
Bridges any GraphQL API to Claude Code — auto-generates MCP tools via schema introspection.
Minerva MCP — Microsoft 365 & Azure
Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does not expose.
io.github.Perufitlife/incomeos
Ask what you earn across every income stream: Stripe, affiliates, app stores, ads, manual.
io.fluf/mcp
Manage a FLUF resale account from an AI agent: inventory, crosslisting and unified orders.
breedsim-mcp
Breeding-scheme simulation via AlphaSimR — returns distributions, never a single run
io.github.rapozoantonio/memorykit
Cognitive memory for AI coding assistants — persistent memory across sessions
io.github.winds3753/landbenchmark-mcp
Satellite land due-diligence: a green/caution/walk-away verdict with cited signals for any parcel.
io.github.wkoverfield/plzebo
Cost-parity bench for agent loops: $/success and time across model mixes, with verifiable receipts.
io.github.GATSV-tech/epiphany
One private, local memory your AI tools share. Cross-model, on-device, never lose a session.
io.github.rodvan/viralhunt-mcp
Find trending content and schedule posts across social networks via the ViralHunt.io API.
io.github.skypier-jp-works/mcp-jp-corporate-id
Validates and normalizes Japanese corporate numbers and invoice registration numbers (format only).
io.github.BlackBoxEngineering/agent-envelope-mcp
Neutral MCP server for AgentEnvelope authority: sovereign verify + vault verify/lookup/mint.
io.github.chrischall/maxpreps-mcp
MaxPreps MCP — high school schedules, scores, records, rosters and stat leaders
io.github.chrischall/myersparkathleticzone-mcp
Myers Park HS athletics — schedules, teams, rosters, coaches, news and broadcast links
Jacobian
Executable mathematics and independent verification for AI agents.
3DPACK.ING — Container & Truck Load Planning
Plain-English shipment input for freight & logistics: containers your cargo fits, 3D load plan.
io.github.AINative-Studio/ainative-opencode-memory-mcp
Persistent cross-session memory for OpenCode and MCP coding agents, powered by ZeroDB.
On Board
Cross-platform shared memory and ticket coordination for AI agents across MCP clients.
io.github.AugustusW/sharedoc-mcp
Share agent-generated Markdown as links — GitHub gists today, your own server tomorrow.
Yarr MCP
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.
io.github.bobybarack/sovseal-memory
Local-first, zero-knowledge AI memory across Claude, Cursor, and every MCP client. 0 RTT reads.
USRCP — User Context Protocol
Encrypted local ledger of structured user state, shared across every MCP-aware AI tool.
io.github.SheldonZhuang/spacesentinel-mcp
Conversational Windows disk cleanup (whitelist-only) + device cleanup guides in 7 languages.
io.github.trustcarinfo/plate-lookup
Ukrainian license-plate and vehicle lookups: registry data, photos and reviews (trustcar.info).