Odel

Science & research

Academic papers, scientific computing, and data on the earth, the climate, space and the weather.

1,870 servers1,097 publishers10 tags

All of Science & research

By GitHub stars, at most two per publisherRemoteLocal
MCP server: One MCP server.
Elnora MCP ServerRun by its publisher: served from their own domain, namespace checked by the registry.
@elnora-ai · External

AI-powered bioprotocol optimization — generate, search, and manage lab protocols via MCP

7% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
DC Hub — Data Center Site Selection & Colocation: Electricity, Power Grid, Gas, FiberRun by its publisher: served from their own domain, namespace checked by the registry.
@dchub · External

DCPI grid-power scores for 300+ markets, plus capacity to buy or lease; query and cite.

6% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
DatavilleRun by its publisher: served from their own domain, namespace checked by the registry.
@dataville · External

Search Wikipedia, arXiv, SEC EDGAR, US Census, USDA, PyPI and more through one Dataville API.

4% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Nimbus BCI
@nimbusbci · External

AI agents build, train, and analyze BCI/EEG pipelines: data, models, experiments, live sessions.

Not assessed yet.What it can do is not assessed yet.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
MACKORN Hydraulic Cone Crusher SelectionRun by its publisher: served from their own domain, namespace checked by the registry.
@mackorn · External

MACKORN hydraulic cone crusher selection and crushing-plant design. 21 tools, callable over HTTP.

3% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Atlas Research
@ahmedeid1 · External

Read-only MCP over an agentic SLR workspace with per-claim citation verification

6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Deprecated by the publisher: Renamed to io.github.ahmedEid1/thoth — please switch to https://thoth-slr.vercel.app/api/mcp/mcp The endpoint has not answered since 1 Oct.Free to use.
MCP server: One MCP server.
DaedalMap Disaster and Geospatial DataRun by its publisher: served from their own domain, namespace checked by the registry.
@daedalmap · External

Geospatial MCP server for earthquake, tsunami, volcano, disaster, and FX data queries.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
DaedalMap Distributed Manufacturing LocationsRun by its publisher: served from their own domain, namespace checked by the registry.
@daedalmap · External

Open manufacturing and maker facility locations for country and facility-type queries.

3% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Gone from the registry since 2 Oct.Free to use.
MCP server: One MCP server.
Affine.Earth Math CourtRun by its publisher: served from their own domain, namespace checked by the registry.
@affine · External

No-float UUM-8D Math Court. Integer courts and certified MCP. Floats refused.

18% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Terminal49
@terminal49 · External

Find and monitor ocean shipments and containers, and create new tracking requests.

6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Cernion Energy Tools MCPRun by its publisher: served from their own domain, namespace checked by the registry.
@cernion · External

Energy-domain MCP tools for Cernion context, evidence and guarded process preparation

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
Imf Portwatch
@pipeworx-io · External

IMF PortWatch MCP — global maritime trade & chokepoint signals (free, no auth)

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Islam West Africa Collection (IWAC)
@fmadore · External

Read-only access to the Islam West Africa Collection via Hugging Face datasets.

2% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Thoth
@ahmedeid1 · External

Read-only MCP over an agentic SLR workspace with per-claim citation verification

5% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
Hormonaly Clinical Intelligence
@hormonaly-ai · External

24 tools for evidence-graded clinical queries, hormones, peptides, longevity & drug interactions.

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
AMIRA — Africa Multiple Research Data
@am-digital-research-environment · External

Read-only access to AMIRA, the Africa Multiple research-data platform on Omeka S.

2% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
Cooling Planner
@okajun35 · External

MCP simulator for dairy barn cooling: evaluate equipment, roof and weather on heat, water and milk.

Not assessed yet.What it can do is not assessed yet.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
Smarter WeatherRun by its publisher: served from their own domain, namespace checked by the registry.
@smarterweather · External

Smarter Weather MCP: forecasts, alerts, outlooks, observations, AQI, grids, and map imagery.

6% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
FEA (finite element analysis)
@therobomaster123 · External

Real FEA on CAD parts: validated setups, stress, safety factor, natural frequencies

5% chance this is malicious. Assessed by AI, which can make mistakes.Can move money, run code, delete data or send messages for you. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.
MCP server: One MCP server.
NetCafe Live DataRun by its publisher: served from their own domain, namespace checked by the registry.
@ainetcafe · External

Live data: weather, air quality, FX, CN/HK/US stocks, IP geo, domain, SSL, China reachability.

7% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
ExplorationMaps
@coltongriffith · External

Mining claim search and professional mineral exploration maps from public registries.

4% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
AmassRun by its publisher: served from their own domain, namespace checked by the registry.
@amass · External

Linked life-science search: 43M+ papers, 1.2M+ trials, drugs, genes, FDA/EMA approvals, patents.

7% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.Free to use.
MCP server: One MCP server.
WaitingForPowerRun by its publisher: served from their own domain, namespace checked by the registry.
@waitingforpower · External

Tracks U.S. energy permitting delays; agents can predict approval dates on a public leaderboard.

2% chance this is malicious. Assessed by AI, which can make mistakes.Creates or changes data. Assessed by AI, which can make mistakes.A remote server; no sign-in.Free to use.
MCP server: One MCP server.
航班管家航空数据 MCP | Flight Master Aviation Data MCP
@flight-master-dast · External

航班管家 DAST 官方航空数据 MCP，支持 Remote HTTP 与 npm STDIO，提供航班动态、天气、轨迹及延误风险。Official Flight Master MCP.

12% chance this is malicious. Assessed by AI, which can make mistakes.Only reads or looks up information. Assessed by AI, which can make mistakes.A remote server; it needs your API key.Free to use.

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