MCP Server Quality Scores

Independent quality analysis of 62662 public MCP servers

62662
Discovered
30118
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33901
prenats
An MCP server that enables Claude Code to generate context-aware images using l…
N/A N/A
33902
obviyus
ynab-mcp Claim
A Model Context Protocol server that enables Claude to interact with YNAB budge…
33903
jeff-dev-1
Enables querying and managing AI logs through tools like listing logs, retrievi…
33904
Tatsh
wiswa-mcp Claim
FastMCP server exposing Wiswa settings discovery to AI assistants such as Claud…
N/A N/A
33905
eliezerraj
Provides basic arithmetic calculation tools through an HTTP-accessible MCP serv…
81
33906
2shin0
yt-mcp Claim
N/A N/A 95
33907
Vt01nft
Enables AI agents to make gasless payments on Pharos blockchain using x402/EIP-…
33908
dhannusch
Enables users to search Groq's API documentation using natural language queries…
33909
Loop-XXI
loop-mcp Claim
L402 MCP: 5 paid BTC/Lightning tools + fiat credits, 10-25 sats/call.
33910
alejandrotrevinom96-max
cutgent Claim
Enables Claude to control a full-stack video editor by issuing commands to add …
N/A N/A
33911
xiaobright
remote-mcp Claim
一组面向coding agent的MCP服务器,用于在SSH主机和WSL发行版中运行命令、管理任务,并以适合模型使用的方式读写远程文件。
N/A N/A
33912
danii1
@memlane/mcp Claim
Connects Memlane, your personal library of saved links and notes, to AI assista…
33913
megascope
A minimal MCP server that executes commands on remote hosts by delegating to th…
N/A N/A
33914
fliq-sh
@fliq/mcp Claim
Lets AI agents schedule and manage HTTP jobs, cron schedules, rate-limited buff…
33915
AlexSKorn
Query devices, check connectivity, and get network status from your Tailscale t…
N/A N/A
33916
evalops
An MCP server that structures AI reasoning as directed acyclic graphs of semant…
33917
Israeltheminer
clude-mcp Claim
A self-hosted MCP server that gives AI agents persistent, searchable memory wit…
N/A N/A
33918
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
33919
NorthwoodsSentinel
Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes…
N/A N/A
33920
jfim
Enables AI assistants to extract and query Obsidian Tasks from markdown files, …
N/A N/A
33921
sendcraftlabs
Enables AI agents to send emails, manage campaigns, subscribers, templates, and…
33922
Earththing
tideline Claim
MCP server that provides tide predictions, station lookup, and tidal event aler…
N/A N/A
33923
CodeAwareness
Team-aware memory for AI coding assistants that tracks intent, records decision…
N/A N/A
33924
CynepHy6
Enables querying and managing Sentry projects, issues, and events through natur…
33925
paragraph-xyz
MCP server that connects AI agents to your Paragraph publication, enabling post…
33926
navin2031992
A Model Context Protocol (MCP) server that exposes 48 tools covering the full s…
33927
M1Vision
fal-ai-mcp Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
N/A N/A 95
33928
pipeworx-io
mcp-crontab Claim
Provides tools to parse and describe cron expressions in plain English, and com…
33929
fortunto2
solograph Claim
Code intelligence MCP server for Claude Code providing multi-project code graph…
N/A N/A
33930
MidCheck
ATMcp Claim
Enables multiple LLM agents across devices to form teams, share knowledge, memo…
33931
erdncyz
Provides live Apple documentation fetching, Xcode build error analysis, and Swi…
33932
theYahia
paytabs-mcp Claim
MCP server for PayTabs payment gateway (MENA region). Enables payment page crea…
33933
QuentinCody
Enables searching and retrieving biomedical literature from Europe PMC, includi…
33934
IsliBasha
Connects Claude Desktop to Odoo ERP via JSON-2 API for searching invoices, crea…
N/A N/A
33935
QuentinCody
A Model Context Protocol (MCP) server exposing the FDA Purple Book — the databa…
33936
alisheryeginbay
xpresso Claim
Xcode MCP server for building, testing, running, and managing simulators direct…
N/A N/A
33937
ry-ops
Enables interaction with Proxmox VE for managing VMs, containers, storage, and …
33938
Burton-David
research-mcp Claim
A citation-finding research assistant for scientists, exposed as an MCP server …
33939
QA-Shivam
Enables reading Google Calendar events for a specific date using the getMyCalen…
33940
socfortress
Enables natural language interaction with Velociraptor DFIR through MCP, allowi…
33941
ccampora
Enables D365 F\&O development including object creation, modification, deletion…
N/A N/A
33942
ronkaldes
A basic example of developing and running serverless MCP using Netlify Function…
33943
Edomiyas888
Stateless HTTP MCP server enabling QuickBooks integration through CLI commands,…
33944
s-h-u-h-a-r-i
firebase-mcp Claim
A Model Context Protocol server that exposes Firebase Firestore and Authenticat…
33945
tgambet
A Node.js port of the official Fetch MCP server that enables LLMs to fetch and …
33946
Gitmaxd
An MCP server that enables AI assistants to manage Context Repo prompts, docume…
N/A N/A
33947
diganto-deb
A file organization MCP server that safely categorizes and manages files in all…
N/A N/A
33948
weijie-tan3
Enables executing SQL queries on Trino clusters via MCP, supporting multiple au…
33949
MaybeLOL
Captures live conversation snapshots every 5 prompts and provides semantic reca…
N/A N/A
33950
NathanNorman
A persistent memory MCP server for Claude Code that enables long-term recall ac…
N/A N/A
Showing 33901–33950 of 62662 servers
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