MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34051
CSOAI-ORG
url-ai-mcp Claim
Url Ai MCP server. Tools: parse url, shorten url data, check url safety. Built …
N/A N/A
34052
MukundaKatta
Parse, format, and convert configs across TOML, YAML, and JSON.
N/A N/A
34053
kamolc4
Enables MCP-compatible clients to inspect Next.js codebases, analyze App Router…
34054
siffletdata
sifflet-mcp Claim
Enables data observability operations with the Sifflet platform. Supports explo…
34055
xihe-lab
Enables AI coding assistants like Claude Code to perform real-time code linting…
N/A N/A
34056
nerdydata
mcp Claim
Search websites by source code, technology stack, analyze domains, and download…
N/A N/A 83
34057
SuppleAardvark
A Model Context Protocol server for exploring and analyzing CSV files, providin…
N/A N/A
34058
nima
axint Claim
Open-source TypeScript/Python → Swift compiler for Apple platforms. AI agents w…
81
34059
rdanieli
tentra-mcp Claim
AI-native architecture platform for engineering teams. Describe a system in nat…
34060
CSOAI-ORG
contract-review-ai-mcp MCP server by MEOK AI Labs
N/A N/A
34061
paidsync
PaidSync Claim 1
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
N/A N/A 95
34062
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
34063
Mink16
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
34064
sourav-spd
A production-ready MCP server for converting documents and files to Markdown us…
34065
heungh
Enables natural language performance analysis and optimization of AWS Aurora My…
34066
AvatarGanymede
Converts documents (PDF, Word, PPT, images, HTML) to Markdown via MinerU API. S…
34067
ciembor
PRG MCP Claim
Enables interaction with the Polish National Register of Borders (PRG) data, cu…
34068
Ecocitizenz
Local-first, read-only ECZ-ID verifier over MCP (stdio): checks, reports, expla…
N/A N/A
34069
no-lodging-or-fresh-baked-cookies
mcp-server Claim
Passport visa, entry & transit requirements for any country pair, with official…
34070
useparagon
Enables AI agents to access prebuilt actions for 130+ SaaS integrations via Par…
34071
unison-labs-ai
backchannel Claim
MCP server for async messaging between AI coding agents, enabling cross-harness…
N/A N/A
34072
sdsrss
Persistent long-term memory for Claude Code via MCP — captures coding decisions…
N/A N/A
34073
ed-lin12
Provides structured competitive intelligence profiles and listing capabilities …
N/A N/A
34074
mauriziomocci
mcp-adr Claim
Enables AI assistants to create, manage, diagram, and export Architecture Decis…
N/A N/A
34075
ex-takashima
Enables image generation and editing using OpenAI's GPT Image API (gpt-image-1,…
N/A N/A
34076
priyanshi9692
Enables automated Python code quality checks including linting, complexity anal…
N/A N/A
34077
omnier
Omnier CRM Claim
The CRM built for agents. Give your agent the CRM and go talk to people https:/…
81
34078
noticedso
@noticed/cli Claim
CLI and stdio MCP server for noticed. Exposes ~50 noticed agent capabilities (n…
34079
pipeworx-io
mcp-epo-ops Claim
Enables querying patent data from the European Patent Office, including bibliog…
81
34080
david-rodrig
An MCP server for interacting with SAP SuccessFactors OData API to retrieve and…
N/A N/A
34081
eugenelabonarsky
Votura Tours Claim
AI-powered audio tours by city: walking, cycling & driving. Search tours, stops…
34082
shahabmosavi
GitLab MCP Claim
Exposes the GitLab REST API to MCP clients for managing projects, issues, merge…
34083
zaqdaisuki
Enables mahjong score calculation from Claude by inputting tile configurations,…
N/A N/A
34084
ebongard
Watches local and SMB folders for settled new files and pushes them into the Re…
N/A N/A
34085
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
34086
zyx77550
SPARDA Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
N/A N/A
34087
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
34088
CTlanston
A local TypeScript MCP server for macOS that connects to Chrome via CDP to sear…
N/A N/A
34089
zcsabbagh
manim-mcp Claim
MCP server that generates 3Blue1Brown-style math videos with Manim and AI voice…
N/A N/A
34090
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
34091
luquimbo
Provides 189 tools across 12 domains to control DaVinci Resolve from any MCP-co…
N/A N/A
34092
jhstatewide
MCP server for SearXNG meta search engine with enhanced error handling and para…
34093
klogins-hash
A comprehensive MCP server for managing Scaleway cloud infrastructure, enabling…
N/A N/A
34094 N/A N/A 95
34095
nsh1l
Enables managing a print queue for office documents via a WinUI GUI, supporting…
34096
octotrip
Free, no-login rental car search with real-time pricing.
34097
philipvanlewis
Enables to manage Plane CE projects, issues, pages, modules, cycles, and more v…
34098
TejGandham
MCP server for managing ParchMark notes via Claude Code/Desktop. Provides tools…
N/A N/A
34099
millsydotdev
Daz Pilot Claim
MCP server for AI-driven DAZ Studio scene editing. Runs as a native DAZ Studio …
N/A N/A
34100
LembaGang
Chirindo Claim
A fail-closed cryptographic gate for the MCP tool-call boundary that intercepts…
N/A N/A
Showing 34051–34100 of 67181 servers
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