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MCP servers tagged data

1.2K live MCP servers tagged "data", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with data.

1.2K
live servers
44
avg trust
78K
most stars
1051

Pombase

PomBase MCP — the fission yeast (Schizosaccharomyces pombe) model-organism database.

34
1052

Rhea

Rhea MCP — expert-curated database of biochemical reactions.

34
1053

ai.sitepulsar/mcp

SitePulsar AEO audits: fetch FIND/READ/USE agent-readiness scores for any website.

34
1054

Poetrydb

PoetryDB MCP.

34
1055

OpenShift Partner Labs MCP Server

Enables lab managers and developers to perform OpenShift Partner Labs operations, such as cluster provisioning and state changes, through natural language conversations by aggrega…

34
1056

Oqmd

OQMD (Open Quantum Materials Database) MCP.

34
1057

Worldbank Projects

World Bank Projects & Operations MCP.

34
1058

STRING Database MCP Server

Query STRING interactions, enrichment, annotations, homology, and PPI networks.

34
1059

Specurai.McpServer

Specurai MCP Server - 透過 Model Context Protocol 查詢 SQL Server 資料庫結構、效能診斷與健康監控

34
1060

Edge Function MCP Sandbox

Experimental repo for hosting MCP servers in Supabase Edge Functions

34
1061

Geniuz

Geniuz stores everything in a local database locally on Mac, Windows, Linux, Raspberry Pi. No cloud. No account. No API keys. Nothing leaves your machine. It's open source; you ca…

34
1062

py-sandbox

Enables AI agents to execute arbitrary Python code securely in a sandboxed environment with resource limits and security constraints via MCP protocol.

34
1063

Atlarium Habitat Database MCP

Structured aquarium, marine, terrarium and paludarium data for AI agents.

34
1064

io.github.jaylee7777/daemoon

One PAT, any MCP agent: Vercel, GitHub, Cloudflare, Supabase, GCP — unified dev infra gateway.

34
1065

Cloudgate Workflow

Build and manage Cloudgate workflow-APIs: controllers, actions, workflow graphs, and databases.

34
1066

droidprobe

Read-only MCP server to inspect an Android device over ADB: hardware, packages, permissions, logs.

34
1067

AspNetDebugDashboard.Mcp

MCP server for AspNetDebugDashboard. Lets coding agents query captured requests, SQL queries, logs, exceptions, and performance, plus the rest of the suite: feature flags, backgro…

34
1068

Enterprise Incident MCP

Enterprise Incident MCP Server built with FastMCP, PostgreSQL, Jira, GitHub and ServiceNow integrations

34
1069

Masday Workflow Rust

Rust MVC MCP Server — Unified AI coding agent platform built with Axum, SQLx, and tokio. 90 MCP tools, 4-layer memory, PostgreSQL.

34
1070

CodingHub

离线部署仅依赖MySQL 8.0+和JDK 17的AI工具及使用经验分享网站,简洁安全,适用于企业内部尤其是网络管控严格的企事业单位使用。提供MCP Server,可使用任意智能体对接该网站,实现一次配置,自动拉取。

34
1071

Freshdesk MCP Server By Cdata

This read-only MCP Server allows you to connect to Freshdesk data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform:…

34
1072

Google Adwords MCP Server By Cdata

This read-only MCP Server allows you to connect to Google AdWords data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platf…

34
1073

Nexusx Vs Fastmcp

Side-by-side demo: hand-written FastMCP vs NexusX for exposing SQLModel entities to AI agents.

34
1074

Shopify Admin MCP Server (Read-Only)

Read-only MCP for the Shopify Admin GraphQL API. 6 tools, full read surface, multi-store.

34
1075

io.github.Nithish1206/SqlServerMcp

MCP server for SQL Server: schema inspection, safe read-only queries, query plan analysis

34
1076

Dbpedia

DBpedia MCP — SPARQL + Lookup over Wikipedia-derived structured data

34
1077

Imdb

IMDB MCP — title metadata, ratings, episodes, and crew from IMDB's

34
1078

Shodan Internetdb

Shodan InternetDB MCP — wraps Shodan InternetDB (internetdb.shodan.io)

34
1079

MCP Moloni ON

MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a curated set of operations as typed and documented tools.

34
1080

Raw SQL MCP

Execute raw SQL queries against SQL Server and return the results.

34
1081

io.github.paperandbeyond23-gif/edgrapi-skills

Clean SEC EDGAR company financials, ratios, filings and 10-K/10-Q sections as normalized JSON.

34
1082

HsSqlAgent.Server

Embeddable MCP SQL Agent server for ASP.NET Core. Add HsSqlAgent to any existing ASP.NET Core app with AddHsSqlAgent() / UseHsSqlAgent().

34
1083

Capillary Memory

血管状记忆系统 - 一个让AI像人一样记忆、推理和遗忘的本地记忆层。核心是L0/L1标签分层(重要8条常驻内存)+ 150+场景推理链(匹配关键词触发正向/反向联想)+ 会话组隔离(话题自动分组互不污染)+ 自动遗忘机制(透明度算法+替补降级+关键词唤醒恢复)。内置jieba中文实体提取(自动过滤日常废话、提取决策关键词和数字数据)、importance重…

34
1084

DB Tools

为 [Claude Code] 等Agent 提供数据库只读访问能力的 MCP (Model Context Protocol) 工具。基于 .NET 8 + 官方 `ModelContextProtocol` SDK,支持 SQL Server、MySQL、Oracle,内置 SQL 安全守卫、多环境配置、配置热重载、审计日志,以及本机 Admin UI…

34
1085

Ems MCP Server

EMS v2 MCP server — exposes backend API tools via @modelcontextprotocol/sdk (never touches DB)

34
1086

Covenant Guard

Hard spend cap, OS sandbox, and signed receipts for unattended coding agents like Claude Code.

34
1087

yureong

Verifies Korean legal citations (case numbers, statutes) against the official government database to detect AI hallucinations. Works as CLI, MCP server, or Python library.

34
1088

Quiz Generator

A quiz app powered by Open Trivia DB, built to practice Claude Code MCP/skill/agent workflows

34
1089

Surveys

Ephemeral Redis-backed surveys for agents over FastMCP and FastAPI

34
1090

Sap Concur MCP Server By Cdata

This read-only MCP Server allows you to connect to SAP Concur data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform:…

34
1091

io.github.IronSecCo/ironclaw

Sandboxed shell exec for MCP clients: run untrusted agent commands in a gVisor container.

34
1092

Buildy

A home for the apps your AI builds for you. Real URL and database, works with any AI.

34
1093

io.github.Runewardd/runeward

Governed execution cells for AI agents: Docker/K8s sandboxes with policy, audit, and approvals.

34
1094

io.github.tryflask/flask

Feedback layer for video. Reviewers talk through feedback; agents read it as structured comments.

34
1095

MySQL (security-first)

Security-first MySQL MCP server: AST-validated SQL (fail-closed), default-deny whitelist, audit.

34
1096

OpenFab

Experimental sandbox: custom-manufacturing quotes, lead time, DFM. Not a real supplier.

34
1097

schema-guard-mcp

Audits PostgreSQL/Supabase schemas for security issues like missing RLS, permissive policies, and sensitive data exposure during AI conversations.

34
1098

01db469f MCP Servers Tools Daily Dige

Every mcp servers professionals needs this — most just don't know it yet. Multi-server support with per-server configuration and permission levels. 24/7 operation — runs on your…

34
1099

Openingest

Open-source data ingestion engine — rivaling Fivetran, Airbyte Cloud, and AWS DMS with 500+ connector architecture, CDC, schema drift, PII masking, Arrow → Parquet output, WASM pl…

34
1100

prismAId MCP

MCP server for prismAId AI-assisted systematic reviews and protocol conformance checking.

34
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