MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33833
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56651
ZZtopBR
Enables Claude to generate images on demand using the FLUX.1-schnell model, sup…
— ○ ⏳ — N/A N/A — — —
56652
xiaobenyang-com
search-movie Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
— ○ ⏳ — N/A N/A — 95 —
56653
Video game prices from completed eBay and Vinted sales, by platform, region, ed…
— ○ — — — — 67 —
56654
psyb0t
HybridS3 Claim
Lightweight object storage with S3, HTTP, and MCP interfaces, enabling AI agent…
— ○ ⏳ — N/A N/A — — —
56655
ForgeSynapse
Comprehensive MCP server offering password generation, QR code creation, Base64…
— ○ ⏳ — — — — — —
56656
igor-olikh
Connects OpenSpec specification system to AI coding assistants, enabling automa…
— ○ ⏳ — N/A N/A — — —
56657
MillCityAI
A minimal reference implementation of an MCP server that responds with "Hello, …
— ○ ⏳ — — — — 81 —
56658
MakeViral Claim 1
Find the newest viral AI video trend templates and make them from your photos o…
— ○ — — — — 67 —
56659
clihub Claim 1
Convert any CLI binary to an MCP server via `ch mcp wrap`; discover CLI tools &…
— ○ — N/A N/A — 81 —
56660
xiao98
An open-source MCP server that bridges AI models with industrial equipment, sup…
— ○ ⏳ — N/A N/A — — —
56661
Rethunk-AI
Provides Go language tools for LLMs to analyze, test, and format Go code.
— ○ ⏳ — N/A N/A — — —
56662
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
— ○ ⏳ — N/A N/A — 95 —
56663
wynnset
Enables AI agents like claude.ai to search online marketplaces (e.g., Facebook …
— ○ ⏳ — N/A N/A — — —
56664
avallavall
Exposes optimization solver tools to AI agents via the Model Context Protocol, …
— ○ ⏳ — — — — — —
56665
swesmith-repos
Provides controlled access to llms.txt documentation files through MCP tools, a…
— ○ ⏳ — — — — 81 —
56666
kk-src
A Model Context Protocol (MCP) Server that allows AI models to securely interac…
— ○ ⏳ — — — — — —
56667
appknox
MCP server for iOS automation via rpcclient, enabling AI agents to connect to i…
— ○ ⏳ — — — — — —
56668
RobHudson72
flightlog Claim
An MCP server that indexes Claude Code conversation history into SQLite, enabli…
— ○ ⏳ — N/A N/A — — —
56669
paivapiovesan
next-finance Claim
MCP Server for NEXT Finance ERP (finance.net.br) — browser login, wallets, acco…
— ○ ⏳ — N/A N/A — — —
56670
pipeworx-io
Provides access to Canadian parliamentary data including debates, bills, votes,…
— ○ ⏳ — — — — — —
56671
mfahadiqbalofcl
An MCP server that turns your Sell The Trend account into an AI-drivable produc…
— ○ ⏳ — N/A N/A — — —
56672
decksaga
SilentFail Claim
Diagnose MCP servers — health checks, tool testing, token cost audits, conflict…
— ○ ⏳ — N/A N/A — — —
56673
rwestergren
Hosted/gateway-ready Hevy fitness MCP: workouts, routines, templates.
— ○ ⏳ — N/A N/A — — —
56674
alexanderskorokhodov
Enables read-only extraction of LinkedIn profile data via MCP tools, using a lo…
— ○ ⏳ — — — — — —
56675
Shelpuk-AI-Technology-Consulting
A project-aware AI design and code review server that uses dual reviewers via O…
— ○ ⏳ — N/A N/A — — —
56676
0xSardius
solenrich Claim
Solana onchain intelligence for AI agents: wallet risk, due-diligence, perps fu…
— ○ ⏳ — — — — — —
56677
orchestra-hq
Enables interaction with the Orchestra API for managing pipelines, runs, logs, …
— ○ ⏳ — N/A N/A — — —
56678
yAstrosss
Exposes the Unreal Editor for Fortnite to AI assistants via MCP, enabling actor…
— ○ ⏳ — N/A N/A — — —
56679
onchaintel
Introducing PQS: The Fastest Way to Get Better Output From Any AI Model. Score …
— ○ ⏳ — — — — 81 —
56680
Rello
Provides MCP tools for searching, retrieving, and answering questions about ind…
— ○ ⏳ — — — — — —
56681
Patheras
directory Claim
Discover and query every business on ANOTS — search, ask, or find-and-ask over …
— ○ ⏳ — — — — — —
56682
greerso
upwork-mcp Claim
MCP server for the Upwork GraphQL API enabling job search, contract management,…
— ○ ⏳ — — — — — —
56683
sacahan
CasualMarket Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
— ○ ⏳ — — — — — —
56684
get-engram
Engram Claim
Persistent, verbatim, searchable memory for AI assistants — one memory across e…
— ○ ⏳ — — — — — —
56685
sagar1012
An MCP server that connects to Oracle databases using sqlplus, enabling SQL que…
— ○ ⏳ — — — — — —
56686
Ink01101011
Brings Claude Code's context compaction to any MCP host, enabling agents to gau…
— ○ ⏳ — N/A N/A — — —
56687
dann26parr69
Give your AI agent safe, plain-English access to any database via MCP. Ask ques…
— ○ ⏳ — — — — — —
56688
admin978
canvas-mcp Claim
Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker.
— ○ ⏳ — N/A N/A — — —
56689
Ringosystems
MCP server for Homey Pro: 60 tools for devices, flows, energy, and Z-Wave/Zigbe…
— ○ ⏳ — N/A N/A — — —
56690
yumeiriowl
An MCP server that builds a knowledge graph from code and text documents, enabl…
— ○ ⏳ — N/A N/A — — —
56691
discoverelearning
surna-mcp Claim
Design and manage eLearning courses on Surna using your choice of Agentic AI sy…
— ○ ⏳ — N/A N/A — 95 —
56692
foxter-io
mcp-mysql Claim
Full-featured MCP server for MySQL and MariaDB with 99 tools covering databases…
— ○ ⏳ — — — — — —
56693
EloiBiesek
n8n-mcpmcp3 Claim
— ○ ⏳ — N/A N/A — 95 —
56694
Thanhdeptr
Enables AI-powered Kubernetes management using natural language, supporting kub…
— ○ ⏳ — — — — — —
56695
simiancraft
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
— ○ ⏳ — — — — — —
56696
agtmwebtoon
autocad-mcp Claim
Enables LLMs like Claude to create and edit AutoCAD drawings via natural langua…
— ○ ⏳ — N/A N/A — — —
56697
feedthrough
feedthrough Claim
In-browser debug bridge that injects into your running web app, so an agent can…
— ○ ⏳ — N/A N/A — — —
56698
news Claim 1
Indonesian news for AI agents: headlines, keyword search, coverage summaries. F…
— ○ — — — — 67 —
56699
ViditJain123
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
— ○ ⏳ — N/A N/A — — —
56700
lyndonkl
Enables AI agents to access detailed research findings, implementation patterns…
— ○ ⏳ — — — — — —
Showing 56651–56700 of 69111 servers