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Science MCP servers
Science MCP servers indexed by Conduid, ranked by trust score. 5.9K live listings from GitHub, npm, PyPI and the official registry, each with a 0–100 score, security checks, and install commands.
io.github.Creed-Space/mettle-mcp
Inverse Turing test — let an AI agent verify its own substrate and earn a credential.
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.
cc.operandi/operandi
Grounded, safety-checked appliance operation packages for robots and agents. Zero-config trial.
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.
Hitl MCP Server
Enabling Claude Desktop to access Cogito HITL Service from AgentMP
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.
crosstalk-mcp-server
A dependency-free MCP server for AI-context group messaging
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.
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.Perufitlife/incomeos
Ask what you earn across every income stream: Stripe, affiliates, app stores, ads, manual.
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.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.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.
Yarr MCP
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related apps over MCP and CLI.
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).
io.github.sijunkim/db-gateway
145+ tools across 8 databases: MySQL, PostgreSQL, Redshift, MongoDB, Redis, Kafka, and more
io.github.mariorojasmz/apolo-cad
Agent-native parametric 3D CAD: model machines, validate them and emit shop drawings
io.github.tsvillain/deprecation-mcp
MCP server for cross-vendor API/SDK deprecation and breaking-change tracking
System Stats
Model Context Protocol (MCP) server for local system statistics, CPU, RAM, Disk, GPU, and process monitoring.
com.ithura/mcp
Manage tasks, sprints, projects, and wiki pages in your Ithura workspace.
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.
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.