MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 55 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33601
lelantvaris
LLM Wiki MCP Claim
MCP server for persistent, compounding markdown wikis maintained by LLMs. Enabl…
33602
raiffhigor
Um servidor MCP omnichannel que integra WhatsApp, LLM, bancos de dados e edge a…
81
33603
@ssdeanx
ssd-ai Claim
This is upgrade of hi-ai mcp server converted into english, also all unuse var…
N/A N/A 95
33604
cafe24-wjsong
Enables connection to PostgreSQL databases for EC solution platforms to query a…
81
33605
thiskevinwang
Enables LLMs to manage Clerk applications, domains, application transfers, inst…
33606
tangosdev
Exposes a repo's decompilation tools as an MCP server, allowing AI to drive the…
N/A N/A
33607
ZoroPoskai
MCP server for the GitCode API, enabling AI assistants to interact with GitCode…
33608
jl-3044
AgentNDX Claim
Search and discover MCP servers, A2A agents, and x402-enabled services. The age…
81
33609
RustamFaskhutdzinau
Provides read-only access to Google Ads account data including campaigns, ad gr…
33610
saeid-rez
bazel-mcp Claim
A local MCP server that exposes Bazel build system capabilities to AI assistant…
N/A N/A
33611
Static analysis tools for Frappe Framework and ERPNext projects via local stdio…
N/A N/A 81
33612
DerechoVirtual
MCP server for vpbx.me virtual PBX, enabling assistants to access telephony fea…
33613
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
33614
OpenSoul-MCP
OpenSoul MCP Claim
An open-source personality profiling system that enables users to record and an…
81
33615
marc-shade
A high-performance memory management system for AI agents with 200+ tools inclu…
N/A N/A
33616
Vanszs
Enables automated generation and publishing of TikTok Shop Affiliate videos usi…
33617
malkreide
MCP server for global news monitoring, media analysis and sentiment tracking vi…
33618
plur-ai
PLUR Claim
Open, local-first engram memory for AI agents: read, correct, and delete what y…
N/A N/A
33619
sandraschi
Enables AI assistants to manage virtual machines, sandboxes, and dev environmen…
N/A N/A 95
33620
naebo
Enables external reconnaissance activities including DNS enumeration, subdomain…
N/A N/A
33621
flin-agency
Read-only MCP server for Meta Ads that lists and reads ad accounts, campaigns, …
33622
RamyaChinnadurai
Linkedmash Claim
Enable AI assistants to manage LinkedIn bookmarks with advanced filtering, sear…
81
33623
junter1989k-ai
Latin America shipping for AI agents via Envia: compare carriers, buy labels, t…
33624
YasogaN
A Model Context Protocol server that exposes 8 mathematical tools (arithmetic, …
N/A N/A
33625
Saga-Labs
dora-mcp Claim
Multi-model AI image and video generator. 14 models behind one OAuth-secured MC…
33626
Keesan12
Martin Loop Claim
Governed MCP server for AI coding agents with budgets, verifier gates, and insp…
N/A N/A
33627
Langclaw-AI-CROO
A paid callable research agent that provides source-backed reports, onchain int…
33628
J3n5en
impart-mcp Claim
An agent orchestration layer that wraps expert agents as MCP tools, enabling in…
N/A N/A
33629
hello-3ubk
Extract specified key-values and all recognizable structured data from .pdf usi…
81
33630
AAAxianyu
Automates GitHub Pull Request analysis using AI, integrating webhooks, OpenAI, …
33631
FoundryNet
Real-time stock quotes, history, options chains, sector performance & screening…
33632
OnenOnlyLabs
KakaoBoard Claim
Multi-AI orchestration MCP server enabling multiple AI models to be added as fr…
33633
miticojo
Connects AI coding assistants to Google Cloud Discovery Engine APIs for semanti…
33634
alexandrebouchez
MCP server for Batch.com's Customer Engagement and Mobile Engagement APIs, enab…
33635
shadowkat-xsp
A template for deploying a remote, unauthenticated Model Context Protocol (MCP)…
81
33636
Nealmalhotra
Query people and interaction transcripts from your PostgreSQL database. Quickly…
N/A N/A 95
33637
abhinavala
Persistent AI memory with shared team workspaces, typed knowledge chunks, and c…
33638
alexcz-a11y
🚗 Transform your Tesla ownership with intelligent analytics, cost optimization,…
N/A N/A 95
33639
XJTLUmedia
AI Answer Copier — Convert Markdown to PDF, DOCX, HTML, LaTeX, CSV, JSON, XML, …
N/A N/A 95
33640
Linkedin-by-Postsiva
Advanced linkedin Management MCP server
N/A N/A 95
33641
RobotRegistryFoundation
robot-md-mcp Claim
A one-command MCP server that bridges a ROBOT.md file to any MCP-aware agent, e…
N/A N/A
33642
prajapatimehul
Enables scanning AWS accounts for cost optimization opportunities by reading re…
N/A N/A
33643
bb4rjfl
Provides personalized weather safety alerts and actions based on location, occu…
33644
mamba-mental
A Model Context Protocol (MCP) server implementation that provides seamless int…
33645
Wolfe-Jam
WJTTC Claim
F1-grade MCP certification. 52 tests, 9 tiers (49 scored + T9 Receipt validatio…
N/A N/A 95
33646
sriram-mk1
A remote MCP server with Google OAuth authentication, deployable to Cloudflare …
N/A N/A
33647
dubzdubz
ctx4-ai Claim
MCP server for portable context management across AI assistants, providing tool…
33648
muditkalra
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
33649
FMorgan-111
MCP server that exposes GitHub operations as tools for AI agents, enabling code…
33650
loonghao
Enables AI assistants to interact with Autodesk ShotGrid (Flow Production Track…
Showing 33601–33650 of 67181 servers
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