MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
66651
shabib87
A Model Context Protocol (MCP) server with Retrieval-Augmented Generation (RAG)…
N/A N/A
66652
oscarzamora
onpe-mcp Claim
MCP server for querying Peruvian electoral data (ONPE) including mesa results, …
66653
roboninecom
A local MCP server that connects Claude Code or any MCP-compatible AI assistant…
N/A N/A
66654
wuwux666
Converts unstructured documents into a searchable knowledge base and exposes re…
N/A N/A
66655
ilia-sokolov
MCP server that lets agents edit real Microsoft Word (.docx) documents - tracke…
66656
Browncabinet
Hire autonomous PR outreach agents from any MCP-compatible LLM. All-in-one AI o…
N/A N/A
66657
Hanzhi0807
A no-server MCP toolkit that organizes project wikis from Feishu documents, mes…
N/A N/A
66658
hobsojam
An MCP server that inverts AI-human interaction: AI agents can ask humans quest…
66659
decentralized-usd
Provides 14 read-only tools to query USDD stablecoin protocol data across TRON,…
66660
iSunRise
dbmcp Claim
Enables querying PostgreSQL databases via MCP, with multi-database routing, cre…
66661
iflow-mcp
MCP server that provides standardized access to Google Maps, Flights, Hotels, a…
66662
notifly-tech
Enables AI agents to search Notifly documentation and SDK code examples for sea…
66663
Tencent
Enables large language models to directly access Tencent Cloud Log Service for …
66664
Ansvar-Systems
Query Swedish financial regulation data — regulations, decisions, and requireme…
N/A N/A
66665
OnePowerUser88
MCP server for developing and maintaining pyRevit extensions with static analys…
N/A N/A
66666
rosasynthesiz
flstudio-mcp Claim
Control FL Studio with AI: in-DAW mixing (Mix Doctor, gain staging, EQ/comp/rev…
N/A N/A
66667
ontorata
Ratary is an AI Brain Platform — infrastructure that gives AI: Persistent memo…
66668
ryotaro-tanaka
An MCP server that scouts truly beginner-friendly open-source issues from GitHu…
N/A N/A
66669
PantelisGeorgiadis
MCP server exposing a DICOMweb DICOM archive to AI assistants via QIDO-RS and W…
N/A N/A
66670
Playwright-os
Enables browser automation through Playwright using accessibility tree snapshot…
N/A N/A 95
66671
returnSGD
Transforms Chinese queries into ranked arXiv paper recommendations, with transl…
N/A N/A
66672
pipeworx-io
mcp-iso Claim
Enables looking up ISO standards (e.g., 27001, 9001) with live status, pricing,…
66673
geraservicesuk
Browse courses, enroll, track progress, find tutors. Education platform. 50+ co…
N/A N/A 95
66674
ccamborde
Search French companies, directors and associations (INPI, INSEE, RNA).
N/A N/A
66675
julianobarbosa
Analyzes Azure cloud costs, audits for waste, and provides budget insights via …
N/A N/A
66676
Aki894
Enables drug terminology standardization and name normalization via RxNav API, …
N/A N/A
66677
jyswee
vips Claim
Creator economy platform for agents: posts, paid content, subscriptions, stream…
66678
BlueWaterCorp
RiskModels Claim
Dividend-adjusted US equity total returns, risk decomposition, attribution & ET…
66679
pipeworx-io
mcp-currents Claim
Wraps the Currents API to provide access to news articles and headlines through…
66680
pipeworx-io
mcp-data-la Claim
Enables querying Los Angeles open data from data.lacity.org via the Socrata SOD…
66681
radimsem
remindb Claim
An agentic memory database that cuts session tokens by 82–99%. One portable SQL…
N/A N/A
66682
junter1989k-ai
Thailand payments for AI agents — PromptPay QR, cards, TrueMoney via Opn (Omise…
66683
codekuik
Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server usi…
66684
ChesterRa
Provides traditional Chinese astrology (Bazi, Ziwei) and divination (Liuyao, Me…
66685
decentralized-usd
Enables management of USDD protocol vaults, PSM swaps, savings, and token trans…
66686
kevinkiklee
MCP server that enables Claude Code to generate images using Google's Gemini im…
66687
AdekunleBamz
Listens to Monad testnet for new blocks and provides a REST API to query the la…
66688
hyunaeee
higgsMCP Claim
Enables automating AI beauty influencer workflows—character creation, ad produc…
66689
javierdejesusda
sift-mcp Claim
Read-only MCP server that exposes deterministic NTFS timestomp detection tools …
N/A N/A
66690
paidsync
PaidSync Claim 1
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
N/A N/A 95
66691
keenableai
An MCP server that enables web search and page content retrieval via the Keenab…
66692
goto-software
MCP server for Plane integration, enabling AI agents to interact with Plane API…
66693
pashaarshad
Provides 12 medical tools for symptom checking, lab report explanation, emergen…
66694
N0el4kLs
Enables LLMs to query and retrieve data from Burp Suite proxy history using SQL…
N/A N/A
66695
ronsevetoci
MCP server for Oracle Container Engine for Kubernetes (OKE) that enables inspec…
N/A N/A
66696
fischperson0000000
GetMyCert Claim
13,000+ IT certification practice questions for AI agents (AWS, Azure, GCP, Com…
66697
CodeAwareness
Team-aware memory for AI coding assistants that tracks intent, records decision…
N/A N/A
66698
badchars
Cloud security audit tools for AI agents that provide direct access to cloud AP…
66699
geraservicesuk
GeraWitness MCP (placeholder) — human-in-the-loop safety layer for AI agents. L…
N/A N/A 95
66700
danescobargon
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
N/A N/A
Showing 66651–66700 of 67181 servers