Awesome List

Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
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90,869
README repos
3,035
Indexed repos
836
List commits
6,630
Forks
13,121
Open issues
2,700

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Latest scan 2026-07-17 10:49

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294 repos matching these filters.

Latest repo push 2026-07-18

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HuntsDesk/ve-gws

Google Workspace MCP that actually writes. 28 tools across Docs/Slides/Sheets/Drive — markdown-to-Docs, smart chips, data validation, recursive folder copy, revision restore.

AI dev
Updated
2026-04-19
Lists
1 list mention
First commit
2025-04-27
License
MIT
Issues
Disabled
Forks
0
Commits
1,938 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
98lukehall/renoun-mcp

Structural observability for AI conversations. Detects loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content. MCP server + REST API.

Updated
2026-03-22
Lists
1 list mention
First commit
2026-03-03
License
NOASSERTION
Issues
0 open
Forks
1
Commits
77 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AceDataCloud/FluxMCP

MCP server for Flux AI image generation and editing via Ace Data Cloud.

AI dev
Updated
2026-06-21
Lists
1 list mention
First commit
2026-03-08
License
MIT
Issues
2 open
Forks
0
Commits
97 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AceDataCloud/SeedreamMCP

MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud.

AI dev
Updated
2026-06-21
Lists
1 list mention
First commit
2026-03-08
License
MIT
Issues
3 open
Forks
0
Commits
101 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AceDataCloud/ShortURLMCP

MCP server for short URL creation and management through Ace Data Cloud.

AI dev
Updated
2026-07-05
Lists
1 list mention
First commit
2026-03-08
License
MIT
Issues
8 open
Forks
0
Commits
82 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
airblackbox/air-blackbox-mcp

MCP server for AIR Blackbox. Expose audit, replay, scan, and compliance tools to any MCP-compatible agent or IDE.

Updated
2026-05-04
Lists
1 list mention
First commit
2026-03-13
License
Apache-2.0
Issues
1 open
Forks
2
Commits
16 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alexfleetcommander/agent-trust-stack-mcp

MCP server for Agent Trust Stack — cryptographic provenance and reputation scoring for autonomous AI agents. Install: pip install agent-trust-stack-mcp

Updated
2026-04-25
Lists
1 list mention
First commit
2026-04-02
License
Apache-2.0
Issues
1 open
Forks
1
Commits
12 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
avansaber/tailtest-cline

tailtest for Cline: MCP server + .clinerules pack + Memory Bank integration. Reaches 8+ editors via Cline. Adversarial test mode shipped from day one.

Updated
2026-05-29
Lists
1 list mention
First commit
2026-04-26
License
MIT
Issues
0 open
Forks
0
Commits
9 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
elestirelbilinc-sketch/vap-showcase

Media Execution Control Layer for AI Agents. Reserve-execute-burn/refund pattern. FFmpeg post-processing (format conversion, audio normalization) Supports Flux2 Pro, Veo 3.1, Suno V5.

Stack
Updated
2026-07-06
Lists
1 list mention
First commit
2026-01-08
License
MIT
Issues
Disabled
Forks
1
Commits
48 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Elmoaid/TempoGraph

Your AI agent finds the right files. Every time. Code graph context engine with 24 MCP tools — 170+ languages, triple search, +27% F1 improvement.

Updated
2026-05-08
Lists
1 list mention
First commit
2026-03-12
License
AGPL-3.0
Issues
2 open
Forks
0
Commits
2,927 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Erodenn/fetch-guard

Fetch URLs and return clean, LLM-ready markdown with metadata and layered prompt injection defense. Configurable timeouts, word limits, JS rendering, and link extraction. All-in-one MCP server + CLI.

Updated
2026-03-23
Lists
1 list mention
First commit
2026-03-11
License
MIT
Issues
0 open
Forks
1
Commits
55 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
gigamori/mcp-run-sql-connectorx

An MCP server that executes SQL via ConnectorX and streams (using Arrow RecordBatch) the result to CSV or Parquet. Supports PostgreSQL, MySQL, MariaDB, SQLite, MS SQL Server, Amazon Redshift, Google BigQuery

Stack
Updated
2025-09-03
Lists
1 list mention
First commit
2025-08-29
License
MIT
Issues
0 open
Forks
2
Commits
7 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
gjenkins20/unofficial-fortimonitor-mcp-server

Model Context Protocol (MCP) server for FortiMonitor v2 API integration with AI. 241 tools across 33 modules providing near-complete coverage of the FortiMonitor v2 API.

AI dev
Updated
2026-03-26
Lists
1 list mention
First commit
2026-02-02
License
MIT
Issues
0 open
Forks
1
Commits
54 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
horustechltd/horus-flow-mcp

Official MCP server for Horus Flow Intelligence: Institutional-grade market microstructure and orderflow physics for AI trading agents.

Updated
2026-05-16
Lists
2 list mentions
First commit
2026-04-17
License
MIT
Issues
0 open
Forks
0
Commits
50 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Marcus-Rug-Intel/rug-munch-mcp

MCP server for Marcus Rug Intel — 19 tools for crypto token risk analysis, rug pull detection, and AI forensics. Works with Claude Desktop, Cursor, Windsurf.

AI dev
Updated
2026-03-31
Lists
1 list mention
First commit
2026-02-18
License
MIT
Issues
0 open
Forks
2
Commits
10 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AceDataCloud/SerpMCP

MCP server for Google SERP search, images, news, maps, and knowledge graph results.

AI dev
Updated
2026-06-21
Lists
1 list mention
First commit
2026-01-24
License
MIT
Issues
3 open
Forks
0
Commits
108 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AIDataNordic/Food-Recipe-MCP

A production-grade semantic search server for food recipes — built for AI agents using the Model Context Protocol (MCP). Search across 50,000+ recipes with hybrid dense + sparse retrieval and cross-encoder reranking.

Updated
2026-06-09
Lists
1 list mention
First commit
2026-04-08
License
MIT
Issues
1 open
Forks
0
Commits
38 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
chopmob-cloud/AlgoVoi-Platform-Adapters

AlgoVoi apps & adapters — ecommerce, marketplace, AI-agent, and no-code integrations for the AlgoVoi x402 multi-chain payment gateway. Apache-2.0.

Updated
2026-06-07
Lists
1 list mention
First commit
2026-06-07
License
NOASSERTION
Issues
0 open
Forks
0
Commits
1 commit
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history