MCP Server Quality Scores

Independent quality analysis of 69343 public MCP servers

69343
Discovered
→
33968
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 59 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42051
iamatulsingh
Enables Brave Search and web content fetching via MCP, and integrates as LangCh…
— ○ ⏳ — — — — — —
42052
danielbres
massive-mcp Claim
MCP server exposing Massive.com's REST Stocks API for querying stock market dat…
— ○ ⏳ — N/A N/A — — —
42053
rhamevangelista
Analyzes websites like a senior performance engineer and produces prioritized C…
— ○ ⏳ — N/A N/A — — —
42054
dkeeno
Enables generating, validating, planning, and applying Terraform configurations…
— ○ ⏳ — N/A N/A — — —
42055
owine
Exposes UniFi Protect's Integration REST API as tools for Claude Code and other…
— ○ ⏳ — — — — — —
42056
Espen-PublAI
frsync-mud Claim
Enables AI agents to interact with the Final Realms: Legacy MUD through tools f…
— ○ ⏳ — — — — — —
42057
gastonmorixe
Exposes a standardized web search tool via Brave Search for MCP clients like Co…
— ○ ⏳ — — — — — —
42058
dlt-hub
It gives Claude Code, Cursor, and Codex structured workflows and an MCP server …
— ○ ⏳ — N/A N/A — — —
42059
vergamini65-boop
kinbox-mcp Claim
MCP server for integration with Kinbox API, enabling WhatsApp, Instagram, and m…
— ○ ⏳ — — — — — —
42060
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
— ○ ⏳ — — — — — —
42061
marlonluo2018
Enables LLMs to safely execute pandas code for data analysis and generate inter…
— ○ ⏳ — N/A N/A — — —
42062
drleadflow
Enables AI agents to manage GoHighLevel workspaces through natural language, wi…
— ○ ⏳ — — — — — —
42063
ch-raph
Cache-first MCP server for Linear that provides tools to search, read, create, …
— ○ ⏳ — — — — — —
42064
CodeJonesW
An MCP server that lets an AI agent drive the iOS Simulator in a loop, enabling…
— ○ ⏳ — N/A N/A — — —
42065
CSOAI-ORG
EUDI Wallet MCP — EU Digital Identity Wallet under eIDAS 2.0 for AI agent authe…
— ○ ⏳ — — — — — —
42066
n0geegee
hermes-gpt Claim
Enables MCP-based interaction with a local Hermes Agent installation, providing…
— ○ ⏳ — — — — — —
42067
ice1x
drevo-mcp Claim
A self-contained FastMCP server that exposes a running drevo graph database to …
— ○ ⏳ — — — — — —
42068
214140846
Skillz Claim 1
An MCP server that transforms Claude-style skills and resources into callable t…
— ○ ⏳ — — — — 81 —
42069
sebastienrousseau
camt053-mcp Claim
MCP server that enables AI agents to parse, validate, and reverse ISO 20022 ban…
— ○ ⏳ — — — — — —
42070
pipeworx-io
Enables querying and searching Vilas County, Wisconsin open geospatial datasets…
— ○ ⏳ — — — — — —
42071
lyd123qw2008
Exposes a tool for understanding images via Codex app-server, enabling analysis…
— ○ ⏳ — N/A N/A — — —
42072
surajrsawat
MCP server for AI DevTool workflow, exposing tools and resources for code revie…
— ○ ⏳ — — — — — —
42073
lgrosales
Deploys a remote MCP server on Cloudflare Workers without authentication, enabl…
— ○ ⏳ — — — — — —
42074
matematicsolutions
lt-eli-mcp Claim
Searches Lithuanian legislation by title and fetches full text from the Registe…
— ○ ⏳ — — — — 81 —
42075
doanhtuan123
mcp-opentym Claim
A lightweight MCP HTTP server giving AI assistants real tools to interact with …
— ○ ⏳ — N/A N/A — — —
42076
foreach-labs
eanscan-mcp Claim
MCP server for looking up EAN/UPC barcodes to get localized product details lik…
— ○ ⏳ — — — — — —
42077
Jolymmiles
fusion-mcp Claim
Local Fusion MCP: panel->judge->synthesis on the Claude CLI subscription, no Op…
— ○ ⏳ — N/A N/A — — —
42078
hostedmcp
Hosted MCP Claim
Provide a hosted environment for Model Context Protocol applications.
— ○ ⏳ — N/A N/A — 95 —
42079
txagscott
roon-mcp Claim
Controls music playback on a FiiO M23 device through Roon, allowing Claude to s…
— ○ ⏳ — N/A N/A — — —
42080
BitmapAsset
bitmap-mcp Claim
Provides real-time Bitcoin on-chain data including Bitmap districts, Ordinals i…
— ○ ⏳ — — — — — —
42081
m37335
Provides LLMs access to Japanese and international statistical data (e-Stat, Wo…
— ○ ⏳ — — — — — —
42082
varun123936
Enables natural language management of blog posts and comments through a decoup…
— ○ ⏳ — — — — — —
42083
sevalla-templates
A demonstration server implementing the Model Context Protocol with Server-Sent…
— ○ ⏳ — — — — — —
42084
Tankonyako
mcp-locator Claim
An MCP server that lets AI agents read and write locale JSON translation files …
— ○ ⏳ — N/A N/A — — —
42085
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
— ○ ⏳ — N/A N/A — — —
42086
boris0024
MCP server for controlling Screaming Frog SEO Spider through AI assistants, ena…
— ○ ⏳ — N/A N/A — — —
42087
Mavis2103
Provides context-aware skill selection for AI agents, reducing token usage by 8…
— ○ ⏳ — — — — — —
42088
z2z23n0
MCP server that enables coding agents to search X/Twitter and the web through t…
— ○ ⏳ — N/A N/A — — —
42089
xiaoanran0602-pixel
Screenplay, film and story toolkit over MCP: PDF formatting, stats, diagnosis, …
— ○ ⏳ — — — — — —
42090
wheelfor
wheelfor-mcp Claim
Create, spin, and manage shareable decision wheels on wheelfor.com. Supports cr…
— ○ ⏳ — — — — — —
42091
veloper
pgmcp Claim
Enables AI agents to perform PostgreSQL administration, web crawling, and knowl…
— ○ ⏳ — N/A N/A — — —
42092
furkankoykiran
OmniWire-MCP Claim
Enables AI models to fetch and aggregate news from RSS, Atom, JSON, and HTML fe…
— ○ ⏳ — — — — — —
42093
oaslananka
ssh-mcp-pro Claim
ssh-mcp-pro is a secure Model Context Protocol (MCP) server for SSH automation,…
— ○ ⏳ — — — — — —
42094
yi-john-huang
An MCP server implementing Spec-Driven Development workflows for AI-agent CLIs …
— ○ ⏳ — — — — — —
42095
ZCDeng
vimax-mcp Claim
Enables AI video generation from ideas or screenplays via ViMax, with job manag…
— ○ ⏳ — N/A N/A — — —
42096
Exorust
A lightweight semantic ad-matching engine for LLMs that serves relevant adverti…
— ○ ⏳ — N/A N/A — — —
42097
honeybadger-technologies
FinOpsGuard Claim
MCP agent providing cost-aware guardrails for IaC in CI/CD with advanced policy…
— ○ ⏳ — — — — — —
42098
pipeworx-io
Enables querying GSA Per Diem rates for travel destinations, providing daily lo…
— ○ ⏳ — — — — — —
42099
universal-mcp
Provides a standardized interface for interacting with Tavily's tools and servi…
— ○ ⏳ — — — — — —
42100
fanb129
本地语雀 MCP 服务器,通过浏览器登录态访问语雀,支持读取、创建和编辑文档,具有知识库白名单和只读模式等安全特性。
— ○ ⏳ — N/A N/A — 95 —
Showing 42051–42100 of 69343 servers
« Prev 1 … 840 841 842 843 844 … 1387 Next »