Awesome List

Awesome Mcp Servers

A collection of MCP servers.

punkpeye/awesome-mcp-servers #ai #mcp
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93,925
README repos
3,492
Indexed repos
840
List commits
6,630
Forks
15,540
Open issues
3,787

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centralmind/gateway

Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.

Updated
2025-07-18
Lists
2 list mentions
First commit
2025-02-10
License
Apache-2.0
Issues
15 open
Forks
67
Commits
477 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
duriantaco/skylos

Open source local-first PR scanner that finds dead code, security bugs, secrets, quality regressions, and AI-code mistakes before merge. For first timers refer to https://duriantaco.github.io/skylos/repo-map/

AI dev
Updated
2026-08-09
Lists
1 list mention
First commit
2025-04-28
License
Apache-2.0
Issues
3 open
Forks
29
Commits
1,086 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
1mcp-app/agent

A unified Model Context Protocol server implementation that aggregates multiple MCP servers into one.

AI dev
Updated
2026-08-06
Lists
1 list mention
First commit
2025-03-10
License
Apache-2.0
Issues
18 open
Forks
56
Commits
801 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
flytohub/flyto-core

Flyto2 Core is the open-source execution kernel for automation and AI-agent workflows: 452 registry-backed modules, MCP-native transport, YAML recipes, evidence capture, replay, triggers, queue, versioning, and metering.

AI dev
Updated
2026-08-07
Lists
1 list mention
First commit
2025-12-04
License
Apache-2.0
Issues
2 open
Forks
84
Commits
507 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
domdomegg/airtable-mcp-server

🗂️🤖 Airtable Model Context Protocol Server, for allowing AI systems to interact with your Airtable bases

Updated
2026-08-05
Lists
1 list mention
First commit
2024-12-12
License
MIT
Issues
2 open
Forks
134
Commits
139 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ankimcp/anki-mcp-server

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

AI dev
Updated
2026-08-16
Lists
1 list mention
First commit
2025-09-28
License
MIT
Issues
1 open
Forks
31
Commits
230 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cablate/mcp-google-map

A powerful Model Context Protocol (MCP) server providing comprehensive Google Maps API integration with LLM processing capabilities.

AI dev
Updated
2026-07-08
Lists
1 list mention
First commit
2025-02-22
License
MIT
Issues
1 open
Forks
79
Commits
119 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
FreePeak/db-mcp-server

A powerful multi-database server implementing the Model Context Protocol (MCP) to provide AI assistants with structured access to databases.

AI dev
Updated
2026-07-28
Lists
1 list mention
First commit
2025-03-16
License
MIT
Issues
2 open
Forks
67
Commits
199 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Extelligence-ai/bagel

Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the windows that matter.

AI dev
Updated
2026-08-13
Lists
3 list mentions
First commit
2025-06-27
License
Apache-2.0
Issues
21 open
Forks
28
Commits
541 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
BlockRunAI/blockrun-mcp

Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

AI dev
Updated
2026-08-21
Lists
1 list mention
First commit
2026-01-12
License
MIT
Issues
2 open
Forks
39
Commits
313 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
mozilla/firefox-devtools-mcp

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

AI dev
Updated
2026-08-23
Lists
1 list mention
First commit
2025-10-08
License
NOASSERTION
Issues
Disabled
Forks
53
Commits
294 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
carterlasalle/mac_messages_mcp

An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.

Updated
2026-07-21
Lists
1 list mention
First commit
2025-03-13
License
MIT
Issues
0 open
Forks
48
Commits
145 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cyberchitta/llm-context.py

Share code with LLMs via Model Context Protocol or clipboard. Rule-based customization enables easy switching between different tasks (like code review and documentation). Includes smart code outlining.

AI dev
Updated
2026-08-02
Lists
1 list mention
First commit
2024-04-20
License
Apache-2.0
Issues
4 open
Forks
23
Commits
716 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
admica/FileScopeMCP

Analyzes your codebase identifying important files based on dependency relationships. Generates diagrams and importance scores per file, helping AI assistants understand the codebase. Automatically parses popular programming languages such as Python, C, C++, Rust, Zig, Lua.

AI dev
Updated
2026-05-10
Lists
1 list mention
First commit
2025-03-27
License
NOASSERTION
Issues
1 open
Forks
32
Commits
603 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Govcraft/rust-docs-mcp-server

🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.

Updated
2025-11-24
Lists
1 list mention
First commit
2025-03-26
License
MIT
Issues
13 open
Forks
37
Commits
78 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
fabio-rovai/open-ontologies

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner, SHACL validation, SPARQL, versioning. Single binary, no JVM.

AI dev
Updated
2026-08-03
Lists
1 list mention
First commit
2026-03-09
License
MIT
Issues
2 open
Forks
37
Commits
343 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
8b-is/smart-tree

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

AI dev
Updated
2026-07-11
Lists
1 list mention
First commit
2025-09-08
License
MIT
Issues
0 open
Forks
26
Commits
384 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
hannesrudolph/mcp-ragdocs

An MCP server implementation that provides tools for retrieving and processing documentation through vector search, enabling AI assistants to augment their responses with relevant documentation context.

Updated
2025-07-18
Lists
1 list mention
First commit
2024-12-12
License
MIT
Issues
Disabled
Forks
24
Commits
16 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
ConstantineB6/comfy-pilot

MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows

AI dev
Updated
2026-02-16
Lists
1 list mention
First commit
2026-01-28
License
MIT
Issues
14 open
Forks
45
Commits
47 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
comet-ml/opik-mcp

Model Context Protocol (MCP) server for Opik, the open-source LLM observability and evaluation platform, built by Comet. Read traces, log scores, and manage prompts from Claude Code, Cursor, or VS Code.

Updated
2026-07-31
Lists
1 list mention
First commit
2025-03-06
License
Apache-2.0
Issues
33 open
Forks
35
Commits
255 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history