Data & Analytics MCP Servers
Data analysis, BI, reports, metrics, ETL, spreadsheets, and visualization.

Alembica MCP
Published by GitHub account open-and-sustainable
Alembica MCP lets an assistant validate extraction queries, estimate LLM token costs, and extract structured datasets from unstructured text.

Mcp Prowl
Published by GitHub account opcastil11
A local MCP server that lets an assistant discover, evaluate and compare SaaS APIs using agent-verified scores and metrics.

Token Optimizer Mcp
Published by GitHub account ooples
Local MCP server that cuts context-window token use with cached, compressed file reads, searches and edits, plus audits of token waste and project knowledge.

Stats Compass
Published by GitHub account oogunbiyi21
Stats Compass gives an assistant 50+ pandas-powered tools to load, clean, explore, visualize and model datasets, plus sales analysis workflows.

Mcp Knowledge Gaps
Published by GitHub account onetrueclaude-creator
Scans a local markdown knowledge base to find concepts that are mentioned repeatedly but never given their own note.

Hebbian Vault
Published by GitHub account onetrueclaude-creator
A local MCP server that gives an assistant hybrid, usage-adaptive search over an Obsidian vault, combining keyword, link-graph and usage signals.

Osf Data Marketplace
Published by GitHub account onefreeman1337
A data marketplace MCP server giving assistants paid access to US government and science datasets, including sanctions, SEC and CVE data, billed in USDC via x42

Fi-Plan
Published by GitHub account ompurwar
Hosted MCP server that simulates Indian personal finances: loan amortization, refinancing, asset growth and multi-year FIRE plans.

Melt Mcp Server
Published by GitHub account omer907
Lets an assistant estimate where an organization is losing value and quantify the annual dollar leak, then hand off a scan request.

Omer907
Published by GitHub account omer907
Melt's local MCP server that lets an assistant estimate where value leaks in a department and quantify the annual dollar cost, then hand off a scan request.

ROOT MCP Server
Published by GitHub account omazapa
Local MCP server that runs Python and C++ code in-process with CERN ROOT/PyROOT, returning stdout, stderr and error details.

FloweringAgents
Published by GitHub account olivilo
Lets an AI agent self-register on the FloweringAgents public leaderboard and submit revenue, cost and growth scores.

Singapore MCP by Olano
Published by GitHub account olano-ai
A local MCP server that gives an assistant official Singapore public data: transport, rail, property, business, economy, weather and analytics.

Sociavault Mcp
Published by GitHub account olamide-olaniyan
Lets an assistant pull public social media data — profiles, posts, comments, transcripts, search, trends, and ad libraries — from 11 platforms via the…

iNutriPlan Supplement Database MCP Server
Published by GitHub account okyalos76
A remote MCP server that lets an assistant search the iHerb supplement catalog, read product details, and look up evidence-graded ingredient research.

Ferric Fred Mcp
Published by GitHub account ojhermann-org
Exposes FRED economic data to an assistant through 34 read-only tools covering series, search, releases, tags, and GeoFRED regional data.

LearnWorlds
Published by GitHub account ohneben
Exposes all 94 LearnWorlds LMS API endpoints as safety-categorized MCP tools so an assistant can read and manage courses, users, enrollments and payments.

HubSpot
Published by GitHub account ohneben
Self-hosted HubSpot MCP server exposing the whole public HubSpot API as safety-categorized, hub- and plan-aware tools over stdio or HTTP.

Hs Audit App
Published by GitHub account ogasurfproject-jpg
Remote MCP server that checks Japanese and U.S. construction and renovation estimates against open cost databases and returns verifiable fair-price verdicts.
HORIZON SHIELD: construction and renovation estimate auditor
Published by GitHub account ogasurfproject-jpg
A remote MCP server that checks Japanese construction and renovation quotes against a curated fair-price database and flags overcharge tactics.

Sqlite
Published by GitHub account ofershap
Lets an assistant query local SQLite database files, inspect schemas, explain query plans, and export results.

Odds Api Mcp Server
Published by GitHub account odds-api-io
Local MCP server that gives an assistant live and pre-match sports betting odds from 450+ bookmakers across 34 sports via the Odds-API.io API.
SheetsData
Published by GitHub account octoco-ltd
Hosted MCP server that lets an assistant search electronic components, read datasheet sections, compare parts, check BOMs and validate design conditions.

NOAA CO-OPS MCP Server
Published by GitHub account oceanmodeling
A local MCP server that gives an assistant read-only access to NOAA CO-OPS tide, water level, current and meteorological data.