MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
65851
DashingNights
YouTrack MCP Claim
A Model Context Protocol (MCP) server for YouTrack integration, providing a sta…
65852
kao273183
AI 規格大師 — MCP server bridging specs (Linear / JIRA / GitHub Issues / Notion / M…
65853
ericlucianoferreira
calendly-mcp Claim
Enables Claude to schedule, query, and cancel Calendly events via Calendly API …
65854
bpmj-martin
Connects AI assistants to QuickBooks Online, enabling management of invoices, c…
65855
caewa
scribus-mcp Claim
Enables AI assistants like Claude to control the Scribus desktop publishing app…
65856
promobase
Unofficial MCP server implementation for Facebook Business API. Enables LLMs to…
65857
CommonElements
data Claim
Query 390,000+ HOA and condo association records, statutes, rosters, and flood …
65858
Jeon-byeong-yoon
Enables static analysis and code smell detection by connecting to an external a…
65859
iflow-mcp
Enables searching and analyzing real H-1B visa sponsorship data from the U.S. D…
81
65860
BigDataTeam5
Enables AI-powered analysis of healthcare market segments, product comparisons,…
65861
OzTamir
MCPlexer Claim
A tiny MCP proxy for running multiple labeled instances of the same MCP server …
N/A N/A
65862
ccedacero
MCP server giving Claude AI access to 22+ NYC public-record databases for real …
65863
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
N/A N/A
65864
eesb99
rlm-mcp Claim
MCP server that enables verified code execution with LLM reasoning using Recurs…
N/A N/A
65865
nimbus21
Lets AI coding agents control and inspect a live Chrome browser via MCP, provid…
N/A N/A
65866
lucasmetron
An MCP server that provides AES-256-CBC encryption and decryption tools, resour…
N/A N/A
65867
Run-IQ
MCP server exposing a parametric policy engine for evaluating, simulating, and …
N/A N/A
65868
tenequm
claude-kb Claim
Enables searching and retrieving Claude Code conversation history via hybrid se…
N/A N/A
65869
LCV-Ideas-Software
cross-review Claim
MCP server orchestrating API-first cross-review between Claude, ChatGPT Codex, …
N/A N/A
65870
MarioAderman
Provides structured tool access to Mario's portfolio data including skills, pro…
65871
wspotter
Enables semantic search across multiple knowledge datasets using FAISS vector e…
N/A N/A 95
65872
rubencodex86
MCP server that exposes the Moloni ON GraphQL API to AI clients, providing a cu…
65873
sheldonrobinson
A cross-platform MCP server implementing the Ralph Loop iterative development t…
N/A N/A
65874
whitelabel-dev
Exposes file, shell, git, and memory tools from a host Mac to remote Claude cli…
N/A N/A
65875
C9Boom7
Guides correct disposal methods for confusing household waste items. Provides t…
65876
ahmedrowaihi
Enables AI assistants to seamlessly interact with the Teachable API, managing c…
N/A N/A
65877
3xcaffeine
VaultAssist Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
65878
ifolin
Enables image analysis in Claude Code using Zhipu AI's GLM-4.6V vision model.
65879
superdwayne
Enables natural language control of TouchDesigner via AI, allowing operator cre…
N/A N/A
65880
bbsteel
Enables image analysis using GLM-4V multimodal model, supporting local files an…
N/A N/A
65881
JIEAO-re
ragx Claim
RAGX MCP Server enables retrieval-augmented generation with document ingestion,…
65882
przyludzki
Enables interaction with Firefly III personal finance tools through natural lan…
65883
ViditJain123
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
N/A N/A
65884
doucej
Stateful MCP server wrapping Playwright for browser automation. Provides tools …
N/A N/A
65885
hiing
smithery-mcp Claim
N/A N/A 95
65886
iapke486-arch
Enables querying the Korea Citation Index (KCI) Open API to search reference li…
65887
lab-dados
Public MCP server for querying Brazilian court jurisprudence, processes, and co…
65888
r4m
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
65889
thehaseebahmed
An HTTP MCP gateway that wraps the mempalace Python CLI, enabling per-user memo…
65890
Search and compare products from Singapore, SEA, and US markets via MCP.
N/A N/A 81
65891
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
81
65892
tomoyanakano
This MCP server enables AI assistants to interact with the Timing application f…
65893
junter1989k-ai
Italy shipping labels for AI agents: buy Poste Italiane and more, track and ref…
65894
segentic-lab
codelens-mcp Claim
A deterministic structural code map server for AI agents, giving them the shape…
N/A N/A
65895
kit2552
AI-powered hotel search and booking for 8,000+ Marriott Bonvoy properties world…
65896
suliuer
hello Claim
N/A N/A 95
65897
NicolasDangg
Look up authoritative word definitions from Merriam-Webster. Clarify meanings i…
N/A N/A 95
65898
ramadhanidiwanda-alt
threads-mcp Claim
MCP server for Threads comment research — analyze public sentiment, frustration…
65899
NiveditaAryaK
Bridges MCP clients to Figma, enabling live canvas manipulation via a plugin We…
N/A N/A
65900
aaronsb
Enables AI assistants to interact with Azure DevOps entities like projects, rep…
Showing 65851–65900 of 66394 servers