All MCPs

3,701 MCP servers found

Official
M

mcp-pinot

by startreedata

12🍴 4
Python

Python-based tool enabling real-time Pinot analytics, metadata discovery, and Claude Desktop integration.

databasedata analysis
Apache
W

web-eval-agent

by Operative-Sh

1.2k🍴 96
Python

Autonomous browser-based tester that navigates apps, captures network/console data, and reports UX issues directly from your editor, enabling rapid end-to-end debugging.

development toolsautomation+1 more
Apache
A

agentscope

by agentscope-ai

13.1k🍴 1036
Python

Developer-centric framework enabling real-time steering, transparent tooling, and modular multi-agent orchestration across models.

development tools
Apache
Official
alibabacloud-adbpg-mcp-server icon

alibabacloud-adbpg-mcp-server

by aliyun

10🍴 2
Python

Universal interface enabling AI agents to query AnalyticDB PostgreSQL with SQL, metadata access, and graph-based knowledge integration for scalable analytics.

database
Apache
Official
agentops-mcp icon

agentops-mcp

by AgentOps-AI

10🍴 3
JavaScript

Provides observability and tracing data for debugging AI agent runs via MCP with granular trace retrieval.

development toolsweb services
Official
mcp-server-adfin icon

mcp-server-adfin

by Adfin-Engineering

8🍴 8
Python

Unified financial automation enabling AI-assisted invoicing, payments, and reconciliations with Adfin.

finance
A

arxiv-mcp-server

by blazickjp

1.8k🍴 125
Python

Bridge between AI assistants and arXiv, enabling fast search, local storage, and ready prompts for scholarly tasks.

searchdevelopment tools+1 more
Apache
claude-context icon

claude-context

by zilliztech

4.1k🍴 352
TypeScript

Semantic code search integration for Claude Code; scalable cross-repo context via vector search, incremental indexing, and an open-source MCP server.

development toolsweb services+1 more
MIT
F

facebook-ads-mcp-server

by gomarble-ai

165🍴 42
Python

Interface to Meta Ads enabling programmatic access to ads data and management with one-click setup and token handling

development toolsweb services
MIT
G

gateway

by centralmind

488🍴 59
Go

AI-powered API generator that turns database schemas into ready-to-use REST endpoints with PII protection and multi-provider AI support.

development toolsweb services+1 more
Apache
T

tempo

by grafana

4.8k🍴 618
Go

Open-source, scalable tracing backend designed for cost-efficient, storage-backed trace analytics with TraceQL and Grafana integration.

development toolsweb services+2 more
AGPL-3
microsandbox icon

microsandbox

by microsandbox

3.9k🍴 159
Rust

Secure, self-hosted sandboxing with instant startup and AI integration, enabling trusted code execution and live demos in isolated environments.

development toolssecurity
Apache
D

dbhub

by bytebase

1.4k🍴 126
TypeScript

Universal gateway enabling multi-database access via HTTP/stdio transports, demo data, read-only mode, and SSH tunneling for secure cross-backend queries.

databasedevelopment tools
MIT
Official
apimatic-validator-mcp icon

apimatic-validator-mcp

by apimatic

5🍴 13
TypeScript

Validates OpenAPI specs via APIMatic, supporting JSON/YAML, 2.0/3.0 validation, enabling seamless integration with workflows.

development tools
mcp icon

mcp

by semgrep

586🍴 50
Python

Beta MCP server enabling Semgrep-powered security scans across IDEs and transports.

security
MIT
B

brave-search-mcp-server

by brave

263🍴 56
TypeScript

Brave Search API integration delivering diverse results with AI summaries and flexible transports

development toolsweb services+1 more
MIT
bugsy icon

bugsy

by mobb-dev

59🍴 13
TypeScript

Bugsy provides automatic vulnerability remediation from SAST results and enables MCP server usage for AI-assisted fixes.

securitydevelopment tools+1 more
MIT
V

vibe-check-mcp-server

by PV-Bhat

246🍴 27
TypeScript

Mentor-layer with CPI-guided pauses that curb risky actions, enabling minimal, well-aligned progress across Gemini, OpenAI, and OpenRouter LLM providers.

web services
MIT
I

intlayer

by aymericzip

354🍴 74
TypeScript

Open-source per-component i18n toolkit with AI translation and built-in CMS, enabling IDE-driven content management and seamless localization.

development toolscontent management
Apache
C

codemirror-mcp

by marimo-team

77🍴 3
TypeScript

CodeMirror extension enabling resource mentions, prompt commands, and interactive decorations with live transport.

development tools
Apache
vet icon

vet

by safedep

803🍴 65
Go

Open-source vetting platform detecting malware, enforcing policies, and analyzing packages across ecosystems.

development toolssecurity+1 more
Apache
Official
alibabacloud-adb-mysql-mcp-server icon

alibabacloud-adb-mysql-mcp-server

by aliyun

16🍴 12
Python

Unified interface for AI agents to access AnalyticDB for MySQL metadata and execute SQL across clusters.

databasecloud platforms
Apache
octagon-mcp-server icon

octagon-mcp-server

by OctagonAI

72🍴 12
JavaScript

Unified intelligence for cross-source financial research, delivering fast, actionable insights from public and private markets.

financedata analysis
MIT
T

twitter-mcp

by EnesCinr

312🍴 40
TypeScript

Claude integration to post tweets and search Twitter using API keys with simple config.

development toolsweb services+2 more
MIT
Showing 193 to 216 of 3,701 results