MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31773
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64951
qarnet
serial-mcp Claim
MCP server for serial ports — non-blocking reads, DTR/RTS, streaming subscripti…
N/A N/A
64952
john-walkoe
Validates legal citations against the CourtListener database to detect hallucin…
64953
xunwenruo
Enables query and management of Zentao bugs, tasks, projects, and iterations di…
64954
brasil-mcp
A privacy-first MCP server providing 14 offline Brazilian utilities including d…
N/A N/A
64955
softvoyagers
pdfspark-api Claim
Free HTML/URL to PDF conversion API powered by Playwright. No API key required.
95
64956
com55
Playwright-style MCP server for pywebview apps that lets AI assistants see, con…
N/A N/A
64957
le7-3609
Enables Claude to intelligently organize files by scanning folders, detecting d…
N/A N/A
64958
fr0ster
MCP proxy server for SAP ABAP ADT that adds JWT authentication and forwards req…
N/A N/A
64959
saturnino-adrales
mysql-mcp Claim
Provides read-only MySQL database operations for AI agents, supporting multiple…
64960
willpowell8
Enables programmatic control of Cursor's cloud-based AI agents for automated co…
64961
AiAgentKarl
Enables searching the NIST NVD for CVEs, retrieving full CVE details, checking …
64962
junter1989k-ai
Singapore payments for AI agents — PayNow QR via HitPay. Never holds funds.
64963
mandaza
Enables AI assistants to access Canvas LMS course content, including assignment…
N/A N/A
64964
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
64965
Arvindh95Censof
kb-mcp Claim
Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying a…
N/A N/A
64966
yangtaihong59
Enables AI agents to safely read, search, edit, and organize SiYuan notes, with…
N/A N/A
64967
orchestratemcp
Enables Cursor and Claude Desktop to design production-ready AI workflows by ex…
N/A N/A
64968
bakhtiersizhaev
Real browser tabs for AI agents through a safe localhost MCP bridge, enabling c…
N/A N/A
64969
formio
formio-mcp Claim
Create and manage Form.io forms, resources, actions, roles, and projects from y…
N/A N/A
64970
raihan0824
Provides access to Kubernetes troubleshooting runbooks, enabling search, discov…
64971
mako10k
Production-ready MCP server enabling LLM text generation, template management, …
N/A N/A
64972
Edison-Watch
open-edison Claim
Deterministic agentic data firewall that secures, monitors, and controls AI age…
64973
keen-mcp
MindMap Claim
Turn outlines and hierarchical notes into interactive mind maps through a hoste…
64974
sahilt20
Enables AI assistants to interact with Azure DevOps for managing work items, re…
64975 N/A N/A 95
64976
Ivanolegvak
Sanctions, PEP, KYB, and competitive intelligence on any company. Panama Papers…
N/A N/A
64977
nikhil-bhat
Search coding challenge solutions by keyword and optionally filter by programmi…
N/A N/A 95
64978
toyball860721
Provides browser automation capabilities for AI assistants, enabling web naviga…
N/A N/A
64979
scrapedatshi
Enables scraping, crawling, structured data extraction, and vector DB synchroni…
81
64980
borgels
Enables interaction with Saxo Bank OpenAPI for trading, portfolio management, m…
64981
nidamen
super-mcp Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
64982
yigitkonur
example-mcp-server-streamable-http-stateless
81
64983
karbassi
An MCP server for reading and writing Confluence pages in native Atlassian Docu…
N/A N/A
64984
futuresearch
Give your AI a research team. Forecast, score, classify, or research every row …
N/A N/A
64985
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
64986
JoaoLucasAl
Enables interaction with Efí Bank's API for PIX payments, charge management, we…
64987
Deltologic
DataDoe MCP Claim
Hosted Amazon Seller and Vendor MCP server for Claude, ChatGPT, Cursor, Codex, …
64988
chaodongzhang
Exposes the local Gemini CLI as an MCP stdio server, providing tools for prompt…
N/A N/A
64989
AnavaAcap
A bridge between AI assistants like Claude and Anava-enabled Axis cameras, enab…
N/A N/A 95
64990
s00hyuk
colab-mcp Claim
An MCP server for interacting with Colab.
64991
andrewLi1994
Enables Codex to interact with Gemini Web through browser automation, allowing …
N/A N/A
64992
talvola
MCP server for Bar Assistant that enables searching cocktails, managing ingredi…
N/A N/A
64993
Jira-MCP
A Model Context Protocol (MCP) server for interacting with Atlassian Jira. Conn…
N/A N/A 95
64994
alyiox
ClickHouse Claim
Read-only MCP server for ClickHouse metadata, parameterized queries, and plan a…
N/A N/A
64995
P0lar1zzZ
Ombre Brain Claim
A long-term emotional memory system for Claude, enabling persistent, cross-conv…
95
64996
PranayK07
Enables deterministic visual and structural analysis of PDF and DOCX documents,…
N/A N/A
64997
parthRana26
Enables AI agents and LLMs to perform comprehensive file system operations incl…
64998
nguyennt02
Enables MCP clients to control Cocos Creator 2.x for UI design, such as transla…
N/A N/A
64999
gapmiss
A live MCP server that connects AI assistants to a running Obsidian instance, e…
N/A N/A
65000
ertekinno
arena-mcp Claim
Enables AI agents to interact with Are.na for creative research and knowledge c…
Showing 64951–65000 of 66427 servers