MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
63951
Open-Agent-Tools
An MCP server providing stock market data and trading capabilities through mult…
63952
EdwinIN01
Provides RAG-based knowledge retrieval and document management as MCP tools, su…
N/A N/A
63953
mockzilla
Mockzilla Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
63954
piter5285
confluence Claim
Enables querying Confluence or Kubernetes documentation through hybrid search a…
N/A N/A
63955
benhodgson87
MCP server for interacting with Fireboard BBQ temperature monitoring. Enables q…
63956
amazingashis
Exposes Cursor-style skill packs (SKILL.md trees) via MCP resources, tools, and…
63957
piyushptiwari
Provides deterministic, 100%-file-coverage security findings by running Semgrep…
63958
mike-anderson
doc-index Claim
A local-first semantic search server for documents, supporting PDFs, Office fil…
N/A N/A
63959
BlackWolf-Media
API Manager Claim
Enables secure management of API keys through an encrypted environment file wit…
N/A N/A 95
63960
luisguareschi-arb
Enables AI assistants to run Sumo Logic log searches via HTTP using the Search …
63961
griffithlab
Enables querying the CIViC database for clinical interpretations of cancer vari…
63962
SonAIengine
gwanjong-mcp Claim
Campaign-driven social engagement MCP server for authentic developer community …
63963
emanuelmartin
Enables interaction with Parse Server through the Model Context Protocol, provi…
63964
carlformigoni
An MCP server that reads all your Claude Code project memory files and exposes …
N/A N/A
63965
rajib884
A comprehensive MCP server for network device management via SSH/Telnet. Suppor…
63966
nikitatsym
MCP server for Authentik identity provider enabling management of users, groups…
63967
Metal-Shark-Sharktech
Enables AI assistants to interact with Mercurial repositories, supporting statu…
N/A N/A
63968
rajivonai
mysql-mcp Claim
MCP server for MySQL/MariaDB/Aurora MySQL that enables executing SQL queries, e…
63969
mailpal-com
Free email server for AI agents with hardware attestation, enabling agents to s…
63970
LOCAL2
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A
63971
osrd-gh
ha-mcp Claim
An MCP server that enables AI assistants to control Home Assistant via natural …
N/A N/A
63972
CseperkePapp
Validate design tokens for accessibility, scales, and design-system constraint …
N/A N/A
63973
mohamadasani494-pixel
Converts your bot12 trading bot into tools for Claude and other AI assistants, …
63974
juvantlabs
Model Context Protocol server wrapping Microsoft Graph API for OneDrive, ShareP…
63975
rlgjr1971
A context-aware memory MCP server for Claude Code and any MCP-compatible AI age…
N/A N/A
63976
vikrant82
TaskSync Claim
Human-in-the-loop feedback for AI coding agents. Pause your agent mid-task, giv…
N/A N/A
63977
haramrit09k
Handles log file management and analysis with tools to list, read, search, filt…
N/A N/A
63978
jjunmomo
A Model Context Protocol server that enables Claude to help developers implemen…
81
63979
pelicantravel
Provide flight search and detailed flight information retrieval capabilities th…
N/A N/A 95
63980
yywl07
Enables AI to autonomously search, filter, and download images from the web usi…
63981
pipeworx-io
mcp-govtrack Claim
Provides tools to fetch US Congress data including bills, members, and vote det…
63982
natesilva
Monitor SSL/TLS certificate expiry across your domains by asking Claude, with n…
N/A N/A
63983
pierre
Launch instant calls and share links with customers. Start an Assist recording …
81
63984
choumai1994
choumai Claim
N/A N/A 95
63985
BitMeshLtd
Connects AI tools to Remapdb vehicle tuning data, enabling search and retrieval…
63986
ali-master
mikrotik-mcp Claim
Turns a MikroTik router into 310 MCP tools for AI-driven configuration over SSH…
63987
kongyo2
MCP server to create text posts on Zetter (z-etter.com) from any MCP host, with…
63988
Aryansingh-ai
A basic MCP server that provides arithmetic tools (add, subtract) and a greetin…
N/A N/A
63989
Nonetss
Enables management of Komodo infrastructure including servers, stacks, deployme…
63990
okahari
MCP server for interacting with the Kraken cryptocurrency exchange, providing 3…
N/A N/A
63991
dojicreates
Connects Claude Desktop to your Obsidian vault, enabling reading, writing, sear…
N/A N/A
63992
mod-us
A Model Context Protocol (MCP) server that provides access to Modus's RevOps an…
63993
elliotttate
Manages SteamOS Devkit devices, enabling discovery, pairing, title upload, and …
N/A N/A
63994
celigo
Provides JIRA issue management and automation through MCP tools and standalone …
63995
chatre7
An MCP server that provides tools to interact with the JSONPlaceholder fake RES…
63996
bobliang1979
Windows原生桌面自动化MCP服务器,提供22个工具用于窗口管理、输入控制、截图、OCR和智能元素匹配。
N/A N/A
63997
tboome33
Enables MCP clients to run multi-model deliberation (Fusion) via background job…
63998
dgenio
ChainWeaver Claim
Expose deterministic ChainWeaver flows as MCP tools without LLM calls between s…
N/A N/A
63999
dadosamorsaude
Unified MCP server for the AmorSaúde ecosystem, combining SQL query, semantic s…
64000
donlothario
An MCP server for querying and analyzing a Stash instance with advanced filters…
Showing 63951–64000 of 66447 servers