MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56101
MPP32
Payment layer for AI agents. One MCP, five protocols, thousands of paid APIs yo…
N/A N/A
56102
dtwang
Enables AI tools to read and send messages through LINE Desktop via MCP, suppor…
N/A N/A
56103
found402
Prevents your agent from hitting API rate limits mid-task. Submit a request and…
81
56104
solnk-dev
solnk-mcp Claim
Official Solnk MCP server — publish and schedule content across 9 platforms (X,…
56105
raunakkathuria
lexilint Claim
Offline spell checker + BYOK grammar for AI assistants. Works with Claude Deskt…
N/A N/A 95
56106
kobexi26
mcp-vision Claim
通过火山引擎方舟视觉模型为无视觉能力的主模型提供识图能力的MCP服务器,支持图片描述和文字提取。
56107
filhocf
docforge-mcp Claim
Enables complete Office document lifecycle management for AI agents, including …
N/A N/A
56108
AKzar1el
Query Google News RSS feeds and search interest over time via Google Trends.
N/A N/A 95
56109
Cangnt5
Enables coding agents like Cursor to access Figma design data, fetch layout and…
N/A N/A
56110
soizo
Provides a web_search MCP tool for cc-switch, backed by a self-hosted SearXNG i…
N/A N/A
56111
cUDGk
http-mcp Claim
Enables LLMs to make HTTP requests with OAuth2, session cookies, retry logic, a…
N/A N/A 95
56112
JesseGdotIO
Deterministic finance & safety APIs for AI agents: DCF, IRR, Greeks, risk. Free…
56113
krtw00
konbu Claim
Self-hostable all-in-one planner (calendar, notes, todos, bookmarks) with built…
56114
ryanbihai
Register, discover, message, and transact with other AI agents on the OceanBus …
N/A N/A
56115
vinades
mcp-dauthau Claim
Connects AI tools to Vietnamese bid (đấu thầu) lookup service DauThau via MCP, …
56116
chrischall
compass-mcp Claim
Compass real-estate for Claude — search, property details, photos, price histor…
N/A N/A
56117
officechbusinessservices-creator
Enables searching and browsing a curated matrix of 100+ engineering tools by na…
56118
mikeysrecipes
mcp-miro Claim
Connects to the MIRO Whiteboard Application, allowing board manipulation, stick…
56119
bitlabsdevteam
Enables AI agents to securely query governed Snowflake data and use Cortex AI t…
81
56120
arpitarunkumaar
Connects WHOOP fitness and recovery data to Claude Desktop, enabling users to q…
N/A N/A 95
56121
alexgenovese
A fashion vertical MCP server providing tools for product SEO audits and trend …
N/A N/A
56122
khawjaahmad
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
N/A N/A 95
56123
claygeo
Local-first MCP server for agents that need to work across multiple Gmail and M…
N/A N/A
56124
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
56125
Valxyria
AI-powered PCB and schematic design with KiCad. Works with Claude, Cursor, VS C…
N/A N/A
56126
popoastier
Enables local AI agents to search, read, and manage a user's saved X likes and …
N/A N/A
56127
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
81
56128
Crawlio-app
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, …
N/A N/A
56129
majorel-alexis
maxia-oracle Claim
Multi-source crypto & equity price feed for AI agents. Aggregates Pyth, Chainl…
N/A N/A 95
56130
sandcastlelabs
collimer-mcp Claim
Runs a free Collimer AI-search visibility scan on any website via one tool (col…
56131
kyryl-opens-ml
mcp-dagster Claim
Enables AI agents to interact with Dagster instances, explore data pipelines, m…
N/A N/A 95
56132
mrslbt
paypay-mcp Claim
MCP server for the PayPay Open Payment API, enabling QR code creation, payment …
56133 N/A N/A 95
56134
FoundryNet
Government contract search and federal procurement data: SAM.gov opportunities …
56135
patrikmichi
Storyblok MCP Claim 1
An MCP server that enables AI assistants like Cursor and Claude to interact wit…
81
56136
Syncause
Enables AI agents to query runtime debugging facts (stack traces, logs, functio…
N/A N/A
56137
shubham0086
Enables agents to share state via a blackboard, record and retrieve failure res…
N/A N/A
56138
felix-windsor
A Model Context Protocol server that enables semantic vector search over Obsidi…
N/A N/A
56139
turtlehq-tech
Multi-broker trading MCP server for Claude AI, unifying Kite, Groww, and Dhan w…
56140
daviesevan-svg
Enables AI agents to search availability, price rooms, and make real bookings v…
56141
pipeworx-io
Search, explore, and query open data from Loire-Atlantique (France) via natural…
56142
moniantov
timera Claim
AI Chief of Staff for your time. Drift score, calendar, goals, and AI coaching.
N/A N/A 83
56143
node2flow-th
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
56144
saumdabi
pm-agents Claim
A multi-agent product-management copilot that automates morning briefings, metr…
N/A N/A
56145
sandeepramdas
Allows AI agents to authenticate with LinkedIn and share posts or links via the…
N/A N/A
56146
pavelpilyak
devrecall Claim
Local-first developer activity aggregator. Indexes commits, PRs, Jira/Linear ti…
N/A N/A
56147
mcp-developers Claim 1
Gaudio Lab Audio AI — Stem Separation, DME Separation, AI Text Sync
N/A N/A 69
56148
Moin105
karst Claim
Code context for AI dev tools: pack-scoped, cited code retrieval over MCP.
N/A N/A
56149
MetricProvenance
ODGS governance enforcement — validation, regulation compilation, drift detecti…
N/A N/A
56150
puran-water
An advanced MCP server powered by PHREEQC for industrial wastewater treatment m…
N/A N/A
Showing 56101–56150 of 66495 servers