MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65801
amrahman90
An MCP server that integrates with the Amadeus Flight Availabilities Search API…
N/A N/A
65802
pipeworx-io
mcp-data-pa Claim
Enables searching and querying Pennsylvania Open Data datasets via the Socrata …
65803
hoangvantuan
Enables AI agents to automate Facebook Page management including posting, comme…
65804
chaholl
An MCP server that lets AI assistants create, search, and manage Jira issues us…
N/A N/A
65805
minhhq-a1
Odoo Pulse Claim
An AI business analyst for your Odoo ERP. Ask one question, get one answer — nu…
65806
ayush-s-tomar
An MCP server that exposes an AI project portfolio as queryable tools, allowing…
N/A N/A
65807
feedico-io
MCP server that turns AI IDEs into a Feedico coupon agent, enabling natural lan…
65808
kopias
loreto-mcp Claim
Turn any YouTube video, article, PDF, or image into a reusable Claude Code skil…
65809
rcgeorge
ObsidianMCP Claim
Enables Claude to interact with an Obsidian vault via the Local REST API plugin…
N/A N/A
65810
adshaa
MemPalace JS Claim
A local-first, zero-LLM memory system and MCP server that gives AI assistants a…
N/A N/A
65811
CSOAI-ORG
Agent Replay Debugger MCP — record every agent step + deterministic replay. Ste…
81
65812
masaro-media
A secure MCP server providing read-only tools to interact with Cloudflare, Cool…
65813
deverseli800
Provides Claude with access to NYC public property data including property deta…
65814
matematicsolutions
mt-eli-mcp Claim
Provides access to Maltese legislation via ELI coordinates, fetching metadata a…
65815
LAPSrj
WP-MCP Claim
Enables interaction with WordPress sites through the WordPress REST API, dynami…
N/A N/A
65816
Lee-Becky
google Claim
N/A N/A 95
65817
fastmcp-me
A natural language interface for LLMs to manage, monitor, and query CockroachDB…
65818
namojo
Pinion Claim
AI-powered characterization test generator that reads Python functions or class…
N/A N/A
65819
NexaScience
Enables CRUD operations on notes stored in PostgreSQL, with tools to list, crea…
65820
soren-olympus
Enables AI assistants to search for and book hotels via the Amadeus Travel API,…
65821
furkankoykiran
OmniWire-MCP Claim
Enables AI models to fetch and aggregate news from RSS, Atom, JSON, and HTML fe…
65822
thejusdutt
Performs comprehensive web searches by combining Google search with advanced co…
65823
Joel-hanson
Enables interaction with Kafka clusters via MCP, supporting topic management (l…
65824
gzileni
Implements the Model Context Protocol for managing, ingesting, and querying str…
N/A N/A
65825
MCP-Mirror
Enables MCP client agents to play the classic Minesweeper game by connecting to…
N/A N/A 95
65826
mikimatsub
swsd-mcp Claim
MCP server for SolarWinds Service Desk (SWSD/Samanage) enabling reading and mod…
65827
davidalo
serial-mcp Claim
MCP server for serial port communication. Provides tools to open, read, write, …
N/A N/A
65828
IBM
A Model Context Protocol (MCP) server for searching STAC catalogs, downloading …
65829
ZhaoLLe
MCP Bridge Claim
一个动态MCP服务桥接器,支持通过Web UI或API动态注册MCP能力,实现MCP Client与前端之间的双向通信。
N/A N/A
65830
linearproductionwork
MCP server for VitaFlow. Connects ChatGPT to Shopify product data for product m…
65831
antuking
clockify-mcp Claim
MCP server for Clockify time tracking, enabling CRUD operations on workspaces, …
65832
mhaviv
Generates commit messages, PR titles and descriptions, and release notes from g…
N/A N/A
65833
nathanasbury
A privacy-first, local-first MCP server that provides 15 ADHD/second-brain tool…
N/A N/A
65834
ufna
vikunja-mcp Claim
A workflow-level MCP server for Vikunja with a fixed task pipeline (Backlog → Q…
65835
pashaarshad
An MCP server for LinkedIn automation that provides tools for automatically pos…
N/A N/A
65836
Seeed-Studio
An MCP server that enables AI assistants to analyze schematics, inspect PCBs, t…
N/A N/A
65837
CSOAI-ORG
slugify-ai-mcp MCP server by MEOK AI Labs
N/A N/A
65838
CSOAI-ORG
An MCP server for AI economy infrastructure with built-in EU AI Act compliance,…
N/A N/A
65839
kamil-perczynski
Enables generative AI media tasks like image generation, editing, icon creation…
N/A N/A
65840
celo-org
Provides comprehensive access to Celo blockchain data, token operations, NFT ma…
65841
pluginslab
Provides AI assistants with a verified database of WordPress Gutenberg block sc…
N/A N/A
65842
slookisen
MCP server for Opplevagent — discover Norwegian experiences and activities such…
65843
key2
mcp-vcd Claim
Enables AI assistants to analyze hardware simulation VCD waveforms and GTKWave …
N/A N/A
65844
StacklokLabs
Enables AI agents to compose MCP tool calls into Unix-style pipelines, executin…
65845
gluestack
Enables integration of Gluestack components with Claude Desktop and Cursor IDE …
N/A N/A
65846
matin
MCP server to interact with Garmin Connect, enabling retrieval of health, activ…
65847
ros-claw
This MCP server gives LLM agents eyes - the ability to see and understand their…
N/A N/A
65848
andysalvo
Enables agents to assess counterparty risk, token danger, and wallet creditwort…
65849
nitrofire-q
Gread Claim
Gives your AI access to the source code of all public github repos. - Plug and…
65850
Massed-Compute
mcp Claim
Massed Compute MCP — browse GPU inventory, launch and manage VMs, audit billing.
Showing 65801–65850 of 66394 servers