MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33001
yaoyuansh
Enables AI assistants to automate Microsoft Excel tasks such as reading/writing…
N/A N/A
33002
andre-carbajal
Bridges MCP clients to Affinity by Canva's local MCP server, exposing tools for…
N/A N/A
33003
jonathanposovatz
MCP Server for the Meta Marketing API. Gives Claude Desktop direct access to yo…
33004
creandoaldia
Enables AI agents to scrape web pages safely with incognito browsing, rate limi…
33005 N/A N/A 95
33006
universal-mcp
A standardized interface for interacting with AWS S3 tools and services through…
33007
syedazharmbnr1
A production-grade macOS MCP server exposing 33 tools for full desktop automati…
N/A N/A
33008
ashcastelinocs124
A central MCP server that connects to multiple MCP servers and intelligently ro…
N/A N/A
33009
kabirrajsingh
Demonstrates MCP remote authentication boundary with OAuth 2.0, Keycloak token …
33010
phiresky
factorio-mcp Claim
Enables control and inspection of a Factorio 2.0 server via RCON, with tools fo…
N/A N/A
33011
itsablabla
Comprehensive MCP server providing full programmatic control over the Perplexit…
N/A N/A
33012
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
33013
adityasugandhi
An MCP server for searching, security scanning, installing, and managing skills…
N/A N/A
33014
AssemblyJustin
Assembly MCP Claim
Converts PDF to Markdown and Markdown to PDF using PyMuPDF and WeasyPrint engin…
N/A N/A
33015
youna12345
claude-mcp Claim
N/A N/A 95
33016
SuperInstance
Enables semantic search, recommendations, and similar crate lookups for Rust cr…
33017
devemberx
Polarion ALM integration with 24 read/write tools for documents, work items, tr…
33018
EddJesus
Enables searching and retrieving free photos and videos from Pexels using natur…
N/A N/A
33019
LowisWano
Provides read-only access to Gmail, enabling email search, unread listing, mess…
N/A N/A
33020
gifro10
Provides 15 geospatial utility tools for AI agents, covering coordinate transfo…
33021
Crsuraj1
btdiag Claim
Enables AI agents to control Bluetooth audio devices via MCP tools, including b…
N/A N/A
33022
aj47
Enables AI agents like Claude and Cursor to query codebases using Augment's con…
N/A N/A
33023
klappy
A media transcoding proxy with an MCP control surface for generating optimized …
33024
DrDustinEdwards
Capsid Claim
A Cloudflare-native MCP server for a consolidated knowledge base, enabling CRUD…
33025
Rumblingb
Enables asynchronous messaging between AI agents, including sending messages, p…
N/A N/A
33026
DaniMH03
A universal gateway for the Oracle Hospitality Interface Platform (OHIP) that e…
81
33027
kodey-ai
Run SOQL queries to explore and retrieve Salesforce data. Access accounts, cont…
N/A N/A 95
33028
McpCrypto
A backend service that executes transactions across multiple blockchains, enabl…
81
33029
MaraBank
Enables Claude to connect to servers via SSH, execute commands, transfer files,…
N/A N/A
33030
soteeabam
Pauses AI agent execution and routes approval requests to humans via Slack or e…
33031
databricks-solutions
Enables AI-assisted development by running and testing code directly on Databri…
N/A N/A
33032
gksdjf1690
post-server Claim
N/A N/A 95
33033
evrenonur
MCP server for managing AIProject tasks and projects, providing CRUD operations…
33034
tori-create-7991
transit-mcp Claim
MCP server for Japanese public transit journey planning with interactive map UI…
33035
mastadoonprime
agent-memory Claim
Persistent, encrypted memory service for AI agents. Private vault with E2E encr…
81
33036
abdulhadi-98
Official MCP server that enables interaction with ElevenLabs Text to Speech and…
33037
jkanselaar
Validates, repairs and sandbox-runs AI-generated Python: lint, types, security,…
33038
abicyclerider
semarcy-mcp Claim
MCP server providing RAG-powered access to Semarchy documentation (xDM, xDI, xD…
N/A N/A
33039
Maxtechexplore
Enables Claude to control the macOS Mail app for reading, searching, drafting, …
N/A N/A
33040
vogler75
Connects to any OPC UA server and exposes its node tree and data via MCP, with …
33041
mrishabh7
kundali-mcp Claim
A Vedic astrology MCP server that computes birth charts, dashas, transits, and …
N/A N/A
33042 N/A N/A 95
33043
Vicks9070
datadog-mcp Claim
Enables AI assistants to query and manage Datadog observability data including …
33044
nzduck
A simple MCP server for interacting with Trade Me APIs, providing tools for con…
33045
Janicezhhhh
Agent Pulse Claim
Source-backed finance, technology, and AI news, research, briefings, and Agent …
33046
abbylester1
golive-mcp Claim
Enables AI agents to deploy code to any hosting provider by creating PRs, build…
N/A N/A
33047
obseasd
Lets MCP-capable AI agents interact with the Arcade DEX and launchpad on Circle…
33048
miguel-escribano
zendesk-mcp Claim
Connects AI assistants to your Zendesk account with 14 curated tools for managi…
33049
Rome-NotBeepBoop
Provides offline search and retrieval of Wikipedia articles using Kiwix .zim fi…
N/A N/A
33050
Zxilly
cangjie-mcp Claim
MCP server for the Cangjie programming language, providing documentation search…
Showing 33001–33050 of 66549 servers
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