MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34401
bb4rjfl
MCP server that calculates saju (four pillars) from birth date/time and provide…
34402
meAmitPatil
Enables interaction with Calendly's scheduling platform via MCP, allowing users…
34403 N/A N/A 95
34404
superZavier
ContextGC Claim
基于AST解析的上下文智能压缩MCP服务器,通过提取代码骨架和按需展开函数,节省70-90% token,并支持渐进式上下文加载。
N/A N/A
34405
Aldric-Core
Provides a suite of 35 developer utility APIs including code formatting, data c…
81
34406
Kcrong
Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
34407
aryan0078
storykit-mcp Claim
MCP server for the StoryKit asset library — search and embed free, generated de…
34408
Rolthar
Bridges Claude AI to a live Unreal Engine 5 editor session, enabling natural la…
N/A N/A
34409 N/A N/A 95
34410
swiru95
perun-mcp Claim
Enables AI agents to search for cheap flights, InPost parcel lockers, and hotel…
34411
Githubredminote105g
AETHER_01 Claim
Enables AI agents to perform extensive Windows system administration, file oper…
N/A N/A
34412
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
34413
UnbearableDev
kube-linter audit for Kubernetes manifests — 63 checks: security, availability,…
34414
Moe03
A lightweight adapter for creating MCP servers using Express.js, enabling multi…
N/A N/A
34415
shgsousa
A web-based search interface using DuckDuckGo's search API, built with Python a…
34416 N/A N/A 95
34417
RFingAdam
Design and simulate wire antennas using the NEC2 method-of-moments solver via M…
N/A N/A
34418
srclight
model-radar Claim
MCP server that pings 130+ free coding LLM models across 17 providers in real-t…
34419
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
N/A N/A 95
34420
cmudrc
pycycle-mcp Claim
Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enab…
N/A N/A 95
34421
Xenovative
Sage MCP Claim
An academic research server that provides LLMs with full-text search and retrie…
81
34422
clawrag
clawrag Claim
N/A N/A 95
34423
oni-chan69
Enables efficient analysis of large codebases using Claude Code and Kimi K2.5 t…
N/A N/A
34424
yazilim-vip
Enables management of Apple Reminders on macOS, including creating, listing, se…
N/A N/A
34425
shuididata
Unlocks comprehensive enterprise data insights, enabling queries on business en…
34426
Voryn-Software
Connects Claude to ServiceTitan via API, providing 60 tools across CRM, Jobs, A…
34427
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
34428
jayeshchowdary
Enables comprehensive interaction with Google Sheets and Google Drive through O…
81
34429
megaumnick
Enables building and exploring a knowledge graph from files (PDF, DOCX, code) w…
34430
ajcastrob
A Model Context Protocol server for combating disinformation about Venezuela, i…
34431
swagger3x
A Model Context Protocol (MCP) server that wraps AppFolio's REST API so Claude …
34432
themiguelamador
Local MCP server for TOCOnline accounting/invoicing API that enables AI assista…
N/A N/A
34433
1995parham-learning
mcp101 Claim
A sample MCP server built with FastMCP that demonstrates basic tools and a Goog…
34434
automatikstudio
An MCP server that repurposes text or URL content into platform-optimized posts…
81
34435
chris-bangmedia
Enables managing cPanel accounts including subdomains, files, and WordPress ins…
N/A N/A
34436
HAnonym
debug-mcp Claim
A smart debugging agent that remembers errors, automatically diagnoses issues, …
N/A N/A
34437
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
34438
renezander030
Turns your task manager into agent memory: hybrid (dense + sparse + keyword, RR…
N/A N/A
34439
TheNesdark
MariaDB-MCP Claim
Enables interaction with MariaDB/MySQL databases via MCP, supporting read-only …
34440
pisigmac
wikicapsule Claim
Turns a git-backed markdown directory into an MCP-compatible knowledge server, …
N/A N/A
34441
maschmann
A production-ready Model Context Protocol (MCP) server that bridges your Symfon…
N/A N/A
34442
lightblink
An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to…
N/A N/A
34443
everyai-com
distillory Claim
Local-first memory engine that synthesizes entity profiles at ingestion. Enable…
N/A N/A
34444
clauxel
MCP uptime, schema, auth, and SLA receipt monitoring.
34445
dy-le
Enables AI assistants to browse, read, write, move, copy, and delete files on W…
34446
Raheem-19
Provides IDE-like semantic code retrieval and editing tools for LLMs, enabling …
N/A N/A
34447
lazymac2x
Cloudflare Workers MCP server: api-changelog-tracker
34448
nukk-pain
ullage Claim
Manage your wine cellar through natural language with your AI agent, including …
N/A N/A
34449
ollehmichael
Enhanced Notion MCP server with custom composite tools for task management, inc…
34450
WebCrawlerAPI
Integrates WebcrawlerAPI's web scraping and crawling capabilities into MCP-comp…
Showing 34401–34450 of 67181 servers
« Prev 1 687 688 689 690 691 1344 Next »