MCP Server Quality Scores

Independent quality analysis of 67291 public MCP servers

67291
Discovered
32348
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62651
pdurlej
jan-mcp Claim
Converts raw GitHub notes into polished Polish release notes, PR descriptions, …
N/A N/A
62652
falconry
A Python MCP server using the Falcon web framework, providing Streamable HTTP t…
62653
gabe-almeida
An MCP server for programmatic management of Meta (Facebook/Instagram) advertis…
62654
salus-ryan
Virtualize Claim
Free, cross-platform VM orchestration for AI workflows with built-in MCP integr…
N/A N/A
62655
mohith-das
wikimcp Claim
Enables AI clients to incrementally build and maintain a git-backed personal wi…
62656
Bone2510
MCP server for LaSuite Docs API, enabling operations like list, read, create, u…
N/A N/A
62657
faridmth
Enables AI assistants to capture screenshots of any public URL, returning image…
62658
alegerber
Enables AI assistants to perform professional-grade chess analysis using Stockf…
N/A N/A
62659
lanternrow
Enables AI assistants to manage Namecheap domains, DNS, contacts, registrar loc…
62660
pipeworx-io
mcp-rss2json Claim
Converts RSS/Atom feeds to JSON via a single tool, enabling fetch of feed data …
62661
friendlygeorge
An MCP server for the Resend email API, enabling AI assistants to send emails, …
62662
amrsohil
Enables Cursor's AI agent to perform supercharged local file search on Windows …
N/A N/A
62663
rajivdatta
powerbi-plus Claim
MCP server for building and inspecting Power BI report visuals by editing PBIR …
N/A N/A
62664
kennyzheng-builds
Enables AI agents to semantically search, ask questions about, and analyze vide…
62665
MAX208V
Enables deploying a remote MCP server on Cloudflare Workers without authenticat…
62666
jorgeschnura
Gives Claude read access to wearable health data from Fitbit or Wear OS devices…
62667
DaiShuaishuai
Enables PowerPoint presentation generation and uploading to MinIO storage, retu…
62668
Brhiza
mingyu Claim
八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 s…
N/A N/A
62669
uuina
Enables OCR processing of local files and public URLs using Mistral OCR. Provid…
N/A N/A
62670
payu-intrepos
Integrates PayU payment services with AI tools through the Model Context Protoc…
N/A N/A
62671
fmangot
Enables AI assistants to perform structured, step-by-step reasoning by breaking…
81
62672
Attri-Inc
Multi-user MCP server for Basecamp 3 with 148+ tools, enabling AI clients to ma…
62673
xiaqijun
AF_MCP Claim
Enables automated device blocking and unblocking operations with authentication…
N/A N/A
62674
exomind-team
Unifies MiniMax's multimodal generation, web search, image understanding, audio…
62675
imjeremyadams
Enables AI assistants to manage social media through Sooshie, including schedul…
62676
fssou
camunda-mcp Claim
MCP server for modeling Camunda 7 BPMN diagrams programmatically, including ele…
N/A N/A
62677
Xiao-rx
Enables AI agents to natively create and edit WPS Office documents, spreadsheet…
N/A N/A
62678
ilimei
MCP server for controlling an ESP32-C3 PetOS watch over BLE. Enables scanning, …
N/A N/A
62679
maheshjagzap123
Exposes GitHub actions as tools for creating branches, pushing files, opening a…
62680
psckeithw
An MCP server that enables AI assistants to read, search, and act on Google Wor…
N/A N/A
62681
sina-haseli
openwrt-mcp Claim
Provides full administrative control of OpenWRT routers via SSH, with a preview…
N/A N/A
62682
luis-easyjur
Remote read-only MCP server that exposes diagnostic SQL queries to EasyJur's My…
62683
Connected-Mate
GPTImage Claim
Image generation for Claude Code via ChatGPT subscription token. No API key nee…
N/A N/A
62684
PaystackOSS
Enables AI assistants to interact with the full range of Paystack APIs, allowin…
62685
yarninisrael
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
N/A N/A
62686
qubernetic
TwinCat-MCP Claim
MCP server for TwinCAT 3 PLC development enabling AI coding agents to build, co…
N/A N/A
62687
johnbreau
Enables users to search, list, and read notes in an Obsidian vault via a CLI or…
N/A N/A
62688
V3RON
Bridges React Native DevTools, enabling AI assistants to debug, profile, and in…
N/A N/A
62689
LadybugDB
Enables AI Assistants and IDEs to interact with LadybugDB graph databases using…
62690
sjk4425
Enables natural language management of Naver Cloud Platform infrastructure, cov…
62691
undefphoenixdev
MCP connector for Postly Cloud email service, allowing AI tools to send emails,…
62692
PublikPrinciple
Enables AI systems like Claude to activate advanced reasoning patterns, domain …
62693
Lisito11
Connect your LLMs to SQL databases safely and intuitively using the Model Conte…
62694
lazymac2x
Enables instant creation of mock API servers from OpenAPI specs or natural lang…
N/A N/A
62695
shivam-singh-au17
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
N/A N/A
62696
m0nkmaster
Enables AI assistants to interact with Microsoft Teams through direct API calls…
N/A N/A
62697
qrak
MCP server for Telegram integration with Command Code, enabling AI agents to se…
62698
bitfarer
High-performance OCR MCP server supporting multiple input modes (path, base64, …
62699
ngangu63
Provides weather data including current conditions, humidity, wind speed, sunri…
62700
umbra2728
firegex-mcp Claim
MCP server that exposes Firegex — a CTF regex/proxy firewall — to LLM tooling l…
Showing 62651–62700 of 67291 servers