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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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24 results (<1ms) · data updated 2026-08-14

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microsoft/markitdown A MCP Server Official Active

microsoft/markitdown/packages/markitdown-mcp

MCP tool access to MarkItDown -- a library that converts many file formats (local or remote) to Markdown for LLM consumption.

★ 173.6k Python Updated 15d ago Score 100 File Systems

awslabs/mcp A MCP Server Official Active

awslabs/mcp

AWS MCP servers for seamless integration with AWS services and resources.

★ 9.6k Python Updated today Score 100 Cloud Platforms

mckinsey/vizro-mcp A MCP Server Official Active

mckinsey/vizro/vizro-mcp

Tools and templates to create validated and maintainable data charts and dashboards.

★ 3.8k Python Updated today Score 96 Data Science Tools

DataEval/dingo A MCP Server Official Active

DataEval/dingo

MCP server for the Dingo: a comprehensive data quality evaluation tool. Server Enables interaction with Dingo's rule-based and LLM-based evaluation capabilities and rules&prompts listing.

★ 736 Python Updated yesterday Score 89 Data Science Tools

dbt-labs/dbt-mcp A MCP Server Official Active

dbt-labs/dbt-mcp

Official MCP server for [dbt (data build tool)](https://www.getdbt.com/product/what-is-dbt) providing integration with dbt Core/Cloud CLI, project metadata discovery, model information, and semantic layer querying capabilities.

★ 596 Python Updated 8d ago Score 88 Data Platforms

Comet-ML/Opik-MCP A MCP Server Official Active

comet-ml/opik-mcp

Use natural language to explore LLM observability, traces, and monitoring data captured by Opik.

★ 217 Python Updated today Score 83 Developer Tools

optuna/optuna-mcp B MCP Server Official Active

optuna/optuna-mcp

Official MCP server enabling seamless orchestration of hyperparameter search and other optimization tasks with [Optuna](https://optuna.org/).

★ 84 Python Updated 8d ago Score 79 Data Science Tools

CodeLogicIncEngineering/codelogic-mcp-server B MCP Server Official Active

CodeLogicIncEngineering/codelogic-mcp-server

Official MCP server for CodeLogic, providing access to code dependency analytics, architectural risk analysis, and impact assessment tools.

★ 38 Python Updated yesterday Score 76 Developer Tools

Couchbase-Ecosystem/mcp-server-couchbase B MCP Server Official Active

Couchbase-Ecosystem/mcp-server-couchbase

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

★ 34 Python Updated today Score 75 Databases

appwrite/mcp B MCP Server Official Active

appwrite/mcp

Official Appwrite MCP server. Connect via hosted OAuth at `https://mcp.appwrite.io/` (no API keys) or self-host with a project API key to manage databases, auth, users, functions, storage, messaging, and more.

★ 71 Python Updated today Score 74 Databases

amirdaraee/luxembourg-mcp B MCP Server Official Active

amirdaraee/luxembourg-mcp

Keyless access to official Luxembourg public data: laws, statistics, live parking and traffic, weather alerts, environment, parliament, geodata, GTFS stops, and the national open-data catalogue. 21 read-only tools, zero dependencies; hosted endpoint at mcp.luxembourg-mcp.com or local Python server. No API keys.

★ 8 Python Updated 7d ago Score 70 Travel & Transportation

ahmetsbilgin/finbrain-mcp B MCP Server Official Active

ahmetsbilgin/finbrain-mcp

Access institutional-grade alternative financial data directly in your LLM workflows.

★ 9 Python Updated 16d ago Score 65 Finance & Fintech

Sugra-Systems/sugra-api-mcp B MCP Server Official Active

Sugra-Systems/sugra-api-mcp

Connector between LLM agents and world data - 1,500+ endpoints aggregating 160+ primary sources across 36 data domains: markets, macroeconomics, company fundamentals, government, news, climate, maritime, and entity screening. Install via `pip install sugra-api-mcp` or hosted at app.sugra.ai/mcp.

★ 2 Python Updated yesterday Score 65 Data Platforms

FoundryNet/mint-mcp B MCP Server Official Active

FoundryNet/mint-mcp

MINT Protocol — universal work attestation for autonomous agents. Cryptographically attest, verify, rate, and discover agent work to build portable, on-chain trust and reputation across the agent economy. 6 tools.

★ 2 Python Updated 2d ago Score 65 Security

cryptobriefing/gloria-mcp C MCP Server Official Active

cryptobriefing/gloria-mcp

AI-curated crypto news intelligence for agents. Real-time headlines with sentiment analysis, AI-generated recaps, keyword search, and ticker summaries across 16 categories including Bitcoin, Ethereum, DeFi, and AI.

★ 1 Python Updated 6d ago Score 63 Finance & Fintech

ENTIA-IA/entia-mcp-server C MCP Server Official Active

ENTIA-IA/entia-mcp-server

Verified business-identity intelligence for AI agents & MCP clients — company verification, VAT, BORME, GLEIF, ownership and risk signals across 34 countries. Remote MCP server, free tier. `npx mcp-remote https://mcp.entia.systems/mcp`

★ 1 Python Updated 28d ago Score 63 Finance & Fintech

alexar76/aimarket-mcp C MCP Server Official Active

alexar76/aimarket-mcp

SSRF-hardened web gateway MCP** — `web_fetch`, `web_search`, `metis_verify`; one audited security core for Metis, ARGUS, and the ecosystem. stdio + optional HTTP · Python · [Glama](https://glama.ai/mcp/servers/alexar76/aimarket-mcp) · Registry `io.github.alexar76/aimarket-mcp`.

★ 1 Python Updated yesterday Score 63 Security

hydrolix/mcp-hydrolix C MCP Server Official Active

hydrolix/mcp-hydrolix

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

★ 11 Python Updated 9d ago Score 61 Databases

datanika-io/datanika-core C MCP Server Official Active

datanika-io/datanika-core/datanika-mcp

Read-only-by-default MCP server for [Datanika](https://datanika.io), the open-source ELT + dbt platform: browse connections, preview data, run and compile dbt transforms, monitor runs, and manage pipelines. 25 tools; opt-in `--allow-write` enables create/trigger.

★ 0 Python Updated 21d ago Score 60 Data Platforms

Luminc/peil-mcp C MCP Server Official Active

Luminc/peil-mcp

Peil — financial orientation for Dutch freelancers (ZZP'ers): log hours, draft invoices from unbilled time, and ask where you stand — outstanding, overdue, and your net effective hourly rate. Scoped API keys with draft-by-default: putting email in front of a client needs a separate `invoices:send` permission the key can be issued without. `uvx peil-mcp`

★ 0 Python Updated 20d ago Score 60 Finance & Fintech

Proofpane/releases C MCP Server Official Active

Proofpane/releases

Governance proxy for MCP: pair once and route your MCP servers through policy gates (allow / deny / human-in-the-loop approval), DLP redaction before the model, and cost caps, with every tool call recorded to a hash-chained audit log exportable as an Ed25519-signed, offline-verifiable evidence pack. Single-file binary daemon (macOS / Linux / Windows); downloads and install docs in the linked repo.

★ 0 Python Updated yesterday Score 55 Aggregators