MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43101
mrhegit
Enables AI agents to access Yifangyun cloud drive via MCP, supporting queries o…
43102
chunleiding
MCP server for Office document automation, enabling AI assistants to create, re…
N/A N/A
43103
OkamiFeng
Enables AI agents to read, edit, and create Microsoft Word documents (.docx) wi…
43104
EmptyRabbit
基于Model Context Protocol (MCP) 的测试用例生成服务,让AI助手根据上下文自动生成Markdown格式的测试用例,并可导出为Xmi…
43105
CSOAI-ORG
A2A Governance Bridge MCP server. Tools: verify agent compliance, authorize a2a…
N/A N/A
43106
yoreland
lark-cli-mcp Claim
Enables AI clients to send, read, reply, and search messages on Feishu/Lark as …
N/A N/A
43107
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
43108
isakruas
ikmcp Claim
An MCP server that enables agents to build, test, and simulate complete ik firm…
N/A N/A
43109
shimantakb-sprinto
An MCP server for interacting with Temporal Cloud workflows across multiple reg…
43110
de-snake
Exposes precomputed asset research and rubric summaries for analyst agents, ena…
N/A N/A
43111
xukaaaa
Enables AI assistants to interact with Redmine for task management, time loggin…
43112
amyzlp
A full-stack API automation testing server that parses OpenAPI/Swagger/Postman/…
N/A N/A
43113
amir89hamzah
Provides MCP tools for web page scanning, data extraction, local storage, markd…
N/A N/A
43114
mustafa-karakoyun
weather-mcp1 Claim
N/A N/A 95
43115
snyk-labs
Provides a tool to fetch npm package information via the Model Context Protocol.
43116
chayan-1906
FS-MCP Claim
Provides Claude with complete file system integration including directory manag…
N/A N/A
43117
mehtaphysical13
fedreg-mcp Claim
An MCP server that provides AI agents with access to U.S. Federal Register rule…
43118
tls54
Provides Claude with read-only access to Garmin Connect data including daily he…
N/A N/A
43119
mfbaig35r
Exposes a dependency graph of strategic sourcing artifacts and analyses as an M…
N/A N/A
43120
andyleimc-source
MCP server for WeCom customer contact API, enabling LLMs to manage customers, t…
43121
databar-ai
Enables AI assistants to interact with Databar.ai's data enrichment API, allowi…
43122
RodrigoFlorencio86
MCP server for Mercado Bitcoin exchange that provides 31 tools for consulting p…
43123
VVikingsson
Enables users to retrieve and structure shipment tracking information from DB S…
N/A N/A
43124
den-indance
Shopify MCP server with real analytics (ShopifyQL), auto-refresh auth, and Shop…
N/A N/A
43125
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
43126
IcaroBichir
Connect Claude to Disney Lorcana card data: enrich, search, and analyze decks.
N/A N/A
43127
alikayalll43-sudo
kayamcp Claim
Enables AI agents to visually interact with LibreSprite for real-time pixel art…
N/A N/A
43128
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
43129
Suchit-007
git-reviewer Claim
Enables AI assistants to fetch GitHub pull request diffs and metadata, and post…
N/A N/A
43130
pipeworx-io
data-calgary Claim
Enables querying Calgary open data from data.calgary.ca using the Socrata SODA …
43131
md-riaz
Enables querying Google Search Console and Google Analytics 4 through natural l…
43132
E112222
A read-only Model Context Protocol server that lets an LLM analyst interrogate …
43133
googlarz
signal-mcp Claim
Full Signal messenger MCP server and CLI. Send/receive messages, manage groups …
N/A N/A
43134
AIops-tools
Veeam AIops Claim
Governed Veeam Backup & Replication ops — 25 MCP tools with audit, budget, undo…
N/A N/A
43135
lobsterclause
UnifiyMe Claim
A Model Context Protocol (MCP) server for UniFi Network Controllers that enable…
N/A N/A
43136
pmankar-netchex
Provides read-only access to Salesforce orgs via MCP, enabling SOQL queries, sO…
43137
axivo
Enables visual web access and browser automation through Safari, with tools for…
N/A N/A
43138
wrxck
An MCP server and terminal UI that orchestrates Cloudflare, Namecheap, and Flee…
43139
sprider
Enables Bible search and verse retrieval with multiple translations, deployable…
N/A N/A
43140
jonnyhoo
A lightweight MCP proxy that resolves compatibility issues between Codex MCP Se…
N/A N/A
43141
hope4b
Enables interaction with the Onto platform through MCP, providing tools for man…
43142
tangcent
Indexes local Maven and Gradle caches to enable AI agents to search for Java cl…
N/A N/A
43143
liyb-gz
tinci-mcp Claim
MCP server for Cantonese lyric writing, offering Jyutping romanization, tonal p…
N/A N/A
43144
MinjoonHK
Enables users to retrieve various types of jokes including Chuck Norris and Dad…
81
43145
Ravishka17
Provides comprehensive Wikipedia access for AI assistants via MCP Streamable HT…
N/A N/A
43146
Jenish3601
A Model Context Protocol server for web automation that enables browser control…
43147
clpi
down-mcp Claim
N/A N/A 95
43148
IceWreck
Enables privacy-respecting web, image, video, and news searches through SearxNG…
43149
broisnischal
Unified MCP server for searching, analyzing, and managing packages across npm, …
N/A N/A
43150
mhprol
Hardened MCP server providing controlled access to PowerShell, CMD, Git Bash, a…
N/A N/A
Showing 43101–43150 of 67197 servers
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