MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37151
avijeett007
testCal Claim
Enables users to get and set meeting appointments in Google Calendar.
37152
mihneamanolache
zeppelin-mcp Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
37153
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
37154
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
37155
neverhunt
rybbit-mcp Claim
Exposes Rybbit Analytics as MCP tools for querying site traffic, page views, vi…
37156
jacob-bd
Enables AI assistants to programmatically interact with Google NotebookLM, allo…
N/A N/A
37157
kurcontko
Mnemotree Claim
Mnemotree is an MCP server that provides biologically-inspired memory for LLM a…
37158
michaelshowes
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
81
37159
flin-agency
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
N/A N/A
37160
ciellosinc
PartnerCore Claim
Enables AI assistants to perform Business Central AL development tasks includin…
81
37161
ICS-cz
clariBIcom Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
37162
skydeckai
Enables querying and managing personal/team internal knowledge from sources lik…
37163
healersfind-alt
USDA NOP organic compliance checks — operation websites vs live OID certificate…
37164
heAdz0r
An MCP server that provides a unified interface to manage Wiki.js pages, users,…
37165
php-workx
Local, read-only Modal context for coding agents. Enables agents to inspect Mod…
N/A N/A
37166
victorbenazzi
Connects AI agents to the Ploomes CRM REST API, exposing 56 tools for managing …
37167
owen-nash
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
37168
RutvikPansare
Reqly Claim
API client with an MCP server. Your agent builds collections from your codebase…
N/A N/A
37169
Rumblingb
Provides local image analysis tools using Pillow for dimensions, colors, metada…
N/A N/A
37170
cheeweijie
mcp-server Claim
Drive Instavar Studio video jobs (create, render, approve, publish, metrics) wi…
N/A N/A
37171
Akarda
A proxy server that intercepts and filters content-heavy responses from chrome-…
N/A N/A
37172
Zzzzzkk98
safe-oas2mcp Claim
Turns OpenAPI specs into MCP tools with secure defaults, risk inspection, confi…
37173
snzeeee
Enables Claude to manage Systeme.io accounts, including contacts, tags, courses…
37174
yinhui1984
A scalable MCP server for searching multiple platforms (WeChat, Zhihu, Google) …
N/A N/A
37175
fangorn-network
Enables AI agents to query Fangorn subgraph schemas and conformant data from pu…
37176
bfernandesbfs
Enables natural language profiling of iOS apps using xctrace (Instruments) for …
N/A N/A
37177
theloniuser
A Model Context Protocol (MCP) server that gives AI assistants direct, native c…
N/A N/A
37178
markizano
ldap-mcp-server Claim 1
An MCP server that exposes LDAP directory operations to AI agents, supporting f…
81
37179
Lightning-Products
, Claim
Enables AI assistants to manage Facebook and Instagram advertising campaigns th…
N/A N/A 95
37180
caubequay010
mcp-proxy Claim
N/A N/A 95
37181
StrategicDev
MCP server on Cloudflare Workers with OAuth login, enabling remote tool calls l…
37182
mnmozi
Enables LLM agents to query Dynatrace SaaS for observability data (logs, metric…
37183
huylq98
Connects Claude Desktop to self-hosted enterprise tools such as Confluence, Jir…
N/A N/A
37184
Adgentek
adsmcp Claim
MCP-native ad server. Monetize AI chatbots and agents with conversational ads.
37185
ByronAP
Enables AI agents to learn from their work by recording tasks, extracting patte…
N/A N/A
37186
marian-kamenistak
Build your mentoring inquiry with Marian Kamenistak: formal offer in 16 minutes…
37187
JaviGala
A DOM-first, vision-second MCP server for webpage analysis, combining structura…
N/A N/A
37188
splinesreticulating
Provides AI assistants with version-accurate Liquidsoap 2.4.0 documentation, ex…
37189
exalsch
Enables Claude Code sessions sharing a project root to broadcast short messages…
N/A N/A
37190
plumpslabs
kuma Claim
Zero-setup safety toolkit for AI coding agents with 16 built-in tools for conte…
N/A N/A
37191
adhidevara
Priva-MCP Claim
A man-in-the-middle MCP proxy that sits between Claude and an internal API, aut…
N/A N/A
37192
Marcelo-Henry
MCP server that gives AI coding agents (Claude Code, Cursor, Cline, etc.) acces…
N/A N/A
37193
EricBoix
An MCP server that exposes PDF files as resources, page by page, over Streamabl…
N/A N/A
37194
gaddobenedetti
MCP Email Claim
Enables AI agents to send and receive emails via POP3 and SMTP, with tools for …
N/A N/A
37195
debian777
KAIROS MCP Claim
Enables AI agents to store and execute reusable protocol chains with persistent…
37196
Thefrizzy1
A self-hosted MCP server for homelabs with ~193 tools covering media, home auto…
N/A N/A
37197
0xsims
rubric-mcp Claim
Attested evidence tools for AI agents: sanctions screening, agent/wallet record…
N/A N/A
37198
jmagar
Labby Claim
Rust MCP gateway with Code Mode, authentication, setup, logs, CLI, HTTP API, an…
N/A N/A
37199
JL-VALERO
Auditoría del gasto público peruano mediante sistemas multi-agente, Claude Code…
N/A N/A
37200
cyanheads
Search LOC digital collections, Chronicling America newspapers (full OCR), and …
N/A N/A
Showing 37151–37200 of 67181 servers
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