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.
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MCP Servers
Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.
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Finance & Fintech6Databases6Developer Tools4Data Science Tools4Security3Cloud Platforms3Data Platforms3Search & Data Extraction2Biology, Medicine and Bioinformatics2Other Tools and Integrations1Aggregators1Workplace & Productivity1Monitoring1Multimedia Process1Travel & Transportation1Social Media1File Systems1Language
Python41Results
awslabs/mcp A MCP Server Official Active
awslabs/mcp
AWS MCP servers for seamless integration with AWS services and resources.
mckinsey/vizro-mcp A MCP Server Official Active
mckinsey/vizro/vizro-mcp
Tools and templates to create validated and maintainable data charts and dashboards.
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.
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.
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.
Cassette-Editor/oh-my-cassette A MCP Server Official Active
Cassette-Editor/oh-my-cassette
Chat raw clips into a finished cut.
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/).
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.
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.
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.
pydantic/logfire-mcp B MCP Server Official Maintained
pydantic/logfire-mcp
Provides access to OpenTelemetry traces and metrics through Logfire
Pearch-ai/mcp_pearch B MCP Server Official Active
Pearch-ai/mcp_pearch
Best people search engine that reduces the time spent on talent discovery
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.
Rootly-AI-Labs/Rootly-MCP-server B MCP Server Official Active
Rootly-AI-Labs/Rootly-MCP-server
MCP server for the incident management platform [Rootly](https://rootly.com/).
chroma-core/chroma-mcp B MCP Server Official Stale
chroma-core/chroma-mcp
Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities
ahmetsbilgin/finbrain-mcp B MCP Server Official Active
ahmetsbilgin/finbrain-mcp
Access institutional-grade alternative financial data directly in your LLM workflows.
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.
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.
aliyun/alibaba-cloud-ops-mcp-server C MCP Server Official Stale
aliyun/alibaba-cloud-ops-mcp-server
A MCP server that enables AI assistants to operation resources on Alibaba Cloud, supporting ECS, Cloud Monitor, OOS and widely used cloud products.
ydb/ydb-mcp C MCP Server Official Maintained
ydb-platform/ydb-mcp
MCP server for interacting with [YDB](https://ydb.tech) databases
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.
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`.
opendatalab/MinerU-Ecosystem C MCP Server Official Stale
opendatalab/MinerU-Ecosystem/mcp
Official MinerU document parsing MCP ([mineru-open-mcp](https://pypi.org/project/mineru-open-mcp/) on PyPI). Converts PDFs, doc/docx/ppt/pptx, images, and spreadsheets to Markdown via the [MinerU](https://mineru.net) API; free Flash mode without an API key (about 20 pages per file); optional `MINERU_API_TOKEN` for higher limits.
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.
panther-labs/mcp-panther C MCP Server Official Stale
panther-labs/mcp-panther
MCP server that enables security professionals to interact with Panther's SIEM platform using natural language for writing detections, querying logs, and managing alerts.
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.
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`
makeev/alphai-mcp C MCP Server Official Maintained
makeev/alphai-mcp
Real-time, AI-enriched financial news for trading agents: full-text & ticker search, trending and "actionable-now" feeds, SEC Form 4 insider transactions, and two-ticker read-across. Each story carries per-ticker analysis and a 1-10 relevance score. Hosted at mcp.alphai.io, OAuth, free 100 calls/hour.
heurist-network/heurist-mesh-mcp-server C MCP Server Official Stale
heurist-network/heurist-mesh-mcp-server
Access specialized web3 AI agents for blockchain analysis, smart contract security auditing, token metrics evaluation, and on-chain interactions through the Heurist Mesh network. Provides comprehensive tools for DeFi analysis, NFT valuation, and transaction monitoring across multiple blockchains
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.
longevity-genie/synergy-age-mcp D MCP Server Official Stale
longevity-genie/synergy-age-mcp
MCP server for the SynergyAge database of synergistic and antagonistic genetic interactions in longevity.
conan-io/conan-mcp D MCP Server Official Stale
conan-io/conan-mcp
Official MCP server for Conan C/C++ package manager. Create projects, manage dependencies, check licenses, and scan for security vulnerabilities.
dpkdhingra91/aiia-mcp-server D MCP Server Official Maintained
dpkdhingra91/aiia-mcp-server
Official MCP server for [AI Interview Agents](https://www.aiinterviewagents.com): create roles from a job description, screen and parse CVs, schedule and manage candidate voice interviews, send reminders, and read back scored reports with transcripts. Supports English, Hindi and other Indian languages.
skysqlinc/skysql-mcp D MCP Server Official Stale
skysqlinc/skysql-mcp
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.
longevity-genie/opengenes-mcp D MCP Server Official Stale
longevity-genie/opengenes-mcp
MCP server for a queryable database for aging and longevity research from the OpenGenes project.
ahnlabio/bicscan-mcp D MCP Server Official Stale
ahnlabio/bicscan-mcp
Risk score / asset holdings of EVM blockchain address (EOA, CA, ENS) and even domain names.
HumanSignal/label-studio-mcp-server D MCP Server Official Inactive
HumanSignal/label-studio-mcp-server
Create, manage, and automate Label Studio projects, tasks, and predictions for data labeling workflows.
macrocosm-os/macrocosmos-mcp D MCP Server Official Stale
macrocosm-os/macrocosmos-mcp
Access real-time X/Reddit/YouTube data directly in your LLM applications with search phrases, users, and date filtering.
thinq-connect/thinqconnect-mcp D MCP Server Official Inactive
thinq-connect/thinqconnect-mcp
Interact with LG ThinQ smart home devices and appliances through the ThinQ Connect MCP server.
espressif/esp-rainmaker-mcp D MCP Server Official Inactive
espressif/esp-rainmaker-mcp
Official Espressif MCP Server to manage and control ESP RainMaker Devices.