MCP Server Quality Scores

Independent quality analysis of 64153 public MCP servers

64153
Discovered
30362
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62901
adambrand
Enables secure file transfer operations with remote Linux and Windows systems v…
81
62902
jclement
Multi-user wrapper around Microsoft's Azure DevOps MCP server, enabling AI agen…
62903
srishtivverma
smith Claim
N/A N/A 95
62904
SanthaKumar-K-2004
32 MCP tools for job search, resume analysis, matching, alerts, and exports usi…
N/A N/A
62905
samabdelkhalek-code
Create German invoices (§14 UStG) via Claude or any MCP-compatible AI by descri…
62906
localseodata
mcp-server Claim
42 local SEO tools for AI assistants. SERP tracking, Google Business Profile da…
62907
akshaygoyal
An MCP server that connects AI clients to the Google Health API, enabling natur…
62908
neoai-agent
rds-mcp Claim
Enables monitoring and analysis of Amazon RDS (MySQL, PostgreSQL) instances, me…
62909
cognis-digital
A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues u…
N/A N/A
62910
redmorestudio
Provides comprehensive management of Google Apps Script projects via clasp CLI,…
N/A N/A
62911
christopherwxyz
remix-mcp Claim
A Rust MCP server that enables AI assistants to control Ableton Live via OSC, o…
N/A N/A
62912
esdraelon
A small MCP server that scrapes and returns semantic event data from configured…
N/A N/A
62913
jyou-syo
World's first MCP server for point cloud (LAS/LAZ) data, enabling natural langu…
N/A N/A
62914
banananovej-chuan
A Model Context Protocol server for TrainingPeaks with an analytics focus — ena…
62915
MolCrafts
molmcp Claim
A graph-based codebase capability discovery engine for LLM agents, exposing ind…
N/A N/A
62916
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
N/A N/A
62917
haasonsaas
Enables AI assistants to analyze design images for composition, color harmony, …
62918
SikandarMirza
Enables AI-powered browser automation with real profiles, supporting interactio…
N/A N/A
62919
kwinsch
An MCP server for intelligent web content extraction from JavaScript-heavy site…
N/A N/A
62920
trionnemesis
教育資源導航 MCP,可透過 TWCampus 目錄路由至台灣官方教育平台,即時搜尋與讀取公開學習資源。
62921
Zeke-777
A Word document processing MCP server that exposes a single tool (docx_process)…
N/A N/A
62922
panxiande
A Model Context Protocol server for RSSHub that enables AI assistants to access…
N/A N/A
62923
doomsun-dev
Solarium Claim
A knowledge base MCP server backed by Qdrant vector database with local embeddi…
N/A N/A
62924
apurvaumredkar
A TypeScript MCP server that exposes Google Maps Platform APIs as tools for LLM…
62925
dingyiyi0226
Manage your Yahoo Fantasy Baseball team via Claude — check rosters, scout free …
N/A N/A
62926
surfagentapp
surfagent-x Claim
X adapter for SurfAgent that gives AI agents X-native verbs for navigation, ext…
N/A N/A
62927
skiddgoddamn
MCP server for managing Yandex Direct advertising, Yandex Metrica analytics, Wo…
62928
Data-Wise
himalaya-mcp Claim
Privacy-first email MCP server wrapping the himalaya CLI, providing 22 tools, 6…
N/A N/A
62929
belsar-ai
joplin-mcp Claim
Model Context Protocol (MCP) server for Joplin note-taking app, enabling AI to …
N/A N/A
62930
ampcome-mcps
Enables AI agents to interact with Webflow APIs for managing sites, pages, comp…
62931
thomasjeffreyandersontwin
Enables reading IDE output, test results, and problems from development environ…
N/A N/A
62932
Shuxiabit
Generates Chinese mining rights daily briefs with data status and citation sour…
N/A N/A
62933
DankeyDevDave
A comprehensive security validation system for MCP server implementations, prov…
N/A N/A
62934
mindfullabai
Onda MCP Claim
MCP server to control Onda terminal from AI agents, providing tools for splitti…
N/A N/A
62935
oliverames
Enables AI assistants to interact with YNAB budgets, performing read-only queri…
62936
moigomes
Enables secure interaction with Microsoft SQL Server databases, allowing schema…
N/A N/A
62937
semichcsc-byte
Provides Waze routing and travel-time tools to MCP clients, enabling travel tim…
62938 N/A N/A 95
62939
YegorKozlov
A remote MCP server deployed on Cloudflare Workers without authentication, enab…
N/A N/A
62940
lka
recipe-tools Claim
Enables extraction of recipes from PDFs or JPG files and conversion into struct…
N/A N/A
62941
iota-uz
repl-mcp Claim
A persistent Python REPL MCP server for AI agents with stateful execution, real…
N/A N/A
62942
majidmanzarpour
Connects Roblox Studio to AI coding editors via the Model Context Protocol, all…
81
62943
marius-cetanas
An MCP server for Apple Mail that enables Claude to read, search, manage, and c…
N/A N/A
62944
JamsusMaximus
A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…
N/A N/A
62945
taiyofujiwara
Middleware that converts existing APIs/DBs into MCP tools with secure credentia…
62946
faithabiodun
MCP server for managing verifiable LangGraph agent state on Walrus, enabling ex…
62947
gabrielmahia
afya-mcp Claim
MCP server for Kenya health system — NHIF/SHA coverage, facility finder, commun…
N/A N/A
62948
ag2-mcp-servers
jellyfin-api Claim
Provides interaction with Jellyfin media server via the Jellyfin REST API, enab…
62949
c0x12c
@uselink/mcp Claim
MCP server to publish HTML/Markdown docs, upload assets, and reply to stakehold…
62950
pipeworx-io
mcp-figshare Claim
Enables searching Figshare research articles, datasets, papers, and posters thr…
Showing 62901–62950 of 64153 servers