MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35851
dvieira-neptune
MCP server for SAP Physical Inventory Counting, enabling materials retrieval, s…
35852
maThiaslI152
Turn any MCP-aware IDE into an agentic coding system backed by tree-sitter, a l…
N/A N/A
35853
thana0623
Automatically generates and manages a prompts system for software projects, ena…
N/A N/A
35854
devops-autotools
MCP Gateway Claim
A TypeScript gateway that aggregates multiple MCP servers into a single endpoin…
35855
chiraggahujaa
trails-mcp Claim
Enables searching outdoor trails by name or place, retrieving route details, el…
N/A N/A
35856
channen2
devflow-mcp Claim
An MCP server that automates developer workflows across GitHub, Jira, and Slack…
N/A N/A
35857
Craftix-Labs
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
N/A N/A
35858
veeam-ai
Extends Veeam Intelligence to MCP-compatible clients, enabling secure, real-tim…
35859
Hushlor
A Model Context Protocol server for use with Tauri v2 applications
N/A N/A
35860
subtype-space
subspace-api Claim
Stateless MCP server providing tools for weather forecasts and alerts, real-tim…
35861
andrii-su
datoon Claim
Smart structured-data to TOON gateway: converts to TOON only when it saves LLM …
N/A N/A
35862
wty0512
An MCP server that provides tools for interacting with Git repositories, enabli…
N/A N/A
35863
imazhar101
Enables SOQL queries, SOSL search, and record CRUD operations on a single Sales…
35864
margus
An MCP server that lets Claude (or any MCP client) manage a Wiki.js instance th…
35865
pineforge-4pass
Backtest PineScript v6 strategies locally: transpiles Pine→C++ and runs on the …
N/A N/A
35866
Kartaverse
Enables AI assistants to discover, connect to, and control LightWave3D Modeler …
N/A N/A
35867
John-Chan
A production-ready starter template for building Model Context Protocol (MCP) s…
81
35868
Jemplayer82
rag-mcp Claim
MCP server for Fathom Works RAG that exposes a self-hosted knowledge base as to…
35869
nikhonit
REST API and MCP server for Zillow property data: Zestimates, rent estimates, t…
35870
Ai-assistant-KIRA
Exposes Shopify Admin API as typed MCP tools for inventory, orders, revenue, an…
35871
tyunta
MCP server for safely inspecting and editing Unity/VRChat prefabs, scenes, and …
N/A N/A
35872
abhinavkalyan10
A portable, Markdown-based memory system for Claude Desktop that separates dura…
N/A N/A
35873
dewtech-technologies
Secure MCP server for YouTube intelligence — 18 tools, OAuth2, OWASP Top 10 con…
N/A N/A
35874
dakofler
Exposes custom Python functions as tools and integrates with Ollama for tool ca…
35875
seongjju
Enables AI agents to download, convert, and analyze SEC EDGAR filings with tool…
N/A N/A
35876
ansua79
MCP server for searching Korean scientific literature, patents, reports, and mo…
35877
scopeblind
protect-mcp Claim
Security gateway for MCP servers. Shadow-mode logs, per-tool policies, optional…
N/A N/A 95
35878
solve Claim 1
Cloudflare Turnstile CAPTCHA solver for AI agents. $0.002/call, 100 free on sig…
N/A N/A 69
35879
golproductions
check-mcp Claim
Validate any shell command before execution. AI agents call Check to know if a …
N/A N/A
35880
uoparaji
A Model Context Protocol server that connects AI assistants to Salesforce orgs,…
N/A N/A
35881
universal-mcp
Provides a standardized interface for interacting with Cal-com-v2's tools and s…
35882
ThomasViennet
referencime Claim
Identifiez les meilleurs spots netlinking selon leur performance Google réelle.
N/A N/A 86
35883
DonghwanJeong
Read-only MCP server for finding Discord messages. It enables searching guild m…
35884
mkprevo
An MCP server for managing, editing, and running Stata .do files, integrating w…
N/A N/A
35885
AvinashBhargav
ab_mcp Claim
A file system MCP server that confines AI assistant file tools to a single fold…
N/A N/A
35886
bfeeny
Enables Claude to read, write, search, and manage Apple Notes on macOS via Appl…
N/A N/A
35887
hoainho
ohmyperf Claim
Real-machine, real-browser web perf measurement with ~99% iframe coverage. LLM-…
N/A N/A
35888
MCP-Mirror
Provides comprehensive access to 471+ DigitalOcean API endpoints, enabling AI a…
81
35889
avijeett007
testCal Claim
Enables users to get and set meeting appointments in Google Calendar.
35890
mihneamanolache
zeppelin-mcp Claim
MCP server that provides AI assistants direct access to the Apache Zeppelin RES…
35891
Groupthink-dev
Enables AI agents to securely interact with Tailscale tailnets for device inven…
35892
sweetrb
Enables AI assistants to query and export from the macOS Apple Photos library u…
N/A N/A
35893
rithvik318
Validates biological sample metadata against ENA checklists, recommends appropr…
N/A N/A
35894
james-julius
Connects Claude to a Markdrop knowledge base, allowing it to search and retriev…
N/A N/A
35895
JamsusMaximus
A Model Context Protocol (MCP) server that connects AI assistants to your MyFit…
N/A N/A
35896
michaelshowes
A template MCP server built with Next.js using the Vercel MCP Adapter. Provides…
81
35897
flin-agency
Enables users to read and analyze their own LinkedIn posts and shares using OAu…
N/A N/A
35898
ciellosinc
PartnerCore Claim
Enables AI assistants to perform Business Central AL development tasks includin…
81
35899
ICS-cz
clariBIcom Claim
clariBI is an AI-powered business intelligence platform that lets SaaS and ecom…
35900
skydeckai
Enables querying and managing personal/team internal knowledge from sources lik…
Showing 35851–35900 of 67181 servers
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