MCP Server Quality Scores

Independent quality analysis of 66447 public MCP servers

66447
Discovered
31796
Scored
2112
Verified
16953
Complete

Last updated 51 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62751
uptycslabs
Enables AI-powered security investigation and threat analysis by connecting MCP…
N/A N/A
62752
statespace-tech
Statespace Claim
Enables users to document data and connect it to AI agents by defining tools an…
81
62753
jianlins
navmcp Claim
A browser automation MCP server that enables web page interaction, content extr…
N/A N/A
62754
ProduktEntdecker
Security scanner for vibe coders that checks npm packages for known vulnerabili…
62755
LS-SIEM-LLP
qa-probe Claim
Probes your live API and classifies why each endpoint failed (root cause + evid…
N/A N/A
62756
Caleb68864
Enables Claude to edit photos in darktable via natural language, adjusting slid…
N/A N/A
62757
dev-87i5
AI-powered Business Helper that analyzes thousands of YouTube videos to extract…
81
62758
umbra2728
packmate-mcp Claim
MCP server for Packmate, a CTF network traffic analyzer, enabling LLMs to analy…
62759
mark-burg
An MCP server that helps AI agents comprehend a codebase by providing tools for…
N/A N/A
62760
starascendin
An MCP server integrating 40+ workflow skills for personal productivity, projec…
62761
Jan-Stepien
QuickHelp Claim
free dev tools (JWT, JSON, Base64, image converter, hash, UUID, and more) — eac…
62762
chesterkuo
MCP server for ListenME — product research task management via Boxverse AI. Pro…
62763
cloudflare
AI Search (AutoRAG) management. List and search documents across your AI Search…
81
62764
cognis-digital
A no-train, on-prem code knowledge graph served over the Model Context Protocol…
N/A N/A
62765
dallask
Deploys a remote MCP server on Cloudflare Workers without authentication, allow…
62766
backslash-ux
Acts as a production-grade safety layer for AI-assisted coding, monitoring Git …
62767
lfzds4399-cpu
Enables Claude to capture and analyze screen content across Windows, macOS, and…
N/A N/A
62768
wgthomas
Network capture and analysis via tshark, exposing 20 tools including composite …
N/A N/A
62769
hargurjeet
database-mcp Claim
Automatically discovers database schema, performs data quality checks on tables…
N/A N/A
62770
axel-belfort
URL shortening API for AI agents. Convert long URLs into compact short links wi…
N/A N/A 95
62771
AetherWave-Studio
Music, image, video and audio generation across top AI providers - one key, one…
N/A N/A
62772
clauxel
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
62773
the-ride-never-ends
Exposes a set of CLI tools (test generation, documentation generation, linting,…
N/A N/A
62774
Vvkmnn
An MCP server for deterministic prompt optimization in Claude Code. Score promp…
62775
Shuangshuang007
workopia Claim
Workopia - free MCP for global job search, PDF resume builder, and AI career ad…
N/A N/A 90
62776
sharmarhl1994-bit
MCP server that migrates SAP Module Pool programs to RAP applications interacti…
62777
navanithbharadwaj
streams Claim
N/A N/A 95
62778
tomfunk
A self-hosted, read-only Slack MCP server that runs locally and provides read-o…
N/A N/A
62779
megascope
A minimal MCP server that executes commands on remote hosts by delegating to th…
N/A N/A
62780
securecoders
Enables AI assistants to perform multi-provider deep research via Parallect.ai,…
62781
MayankTalwar0
An MCP server for calculating carbon footprints from bank statements using EPA …
N/A N/A
62782
lemenkov
mcp-sofa Claim
MCP server for Stack Overflow for Agents, enabling search, post creation, votin…
62783
kumarakshay2456
Enables Indian stock-market (NSE/BSE) analysis via TradingView data, including …
N/A N/A
62784
willhamlam
Enables AI-powered browser automation through RoxyChrome browsers using Playwri…
81
62785
my13each
Enables image generation and transformation using Google Gemini AI, with automa…
N/A N/A
62786
obot-platform
Enables comprehensive management of WordPress sites including posts, users, med…
62787
lijingfz
Deploys 25 MCP tools for Apache Doris, enabling SQL execution, metadata queries…
N/A N/A
62788
weather-mcp Claim 1
A simple MCP server for getting weather information.
N/A N/A 81
62789
rash Claim 1
Transpile Rust code to POSIX-compliant shell scripts with formal correctness gu…
N/A N/A 81
62790
adamoutler
Enables AI assistants to securely search and retrieve information from a user's…
N/A N/A
62791
cargom98
Provides programmatic access to Trello's API to manage boards, lists, cards, an…
62792
baekbeombyeon
Enables interaction with the Flow Team API through MCP clients, allowing endpoi…
N/A N/A
62793
liuguoping1024
A lottery information query service for the Shanghai region that provides winni…
81
62794
MacHu-GWU
mcp-ohmy-sql Claim
An MCP server that bridges AI assistants with SQL databases, enabling natural l…
N/A N/A
62795
BACH-AI-Tools
Enables data analysis and visualization operations such as loading CSV/Excel/JS…
62796 N/A N/A 95
62797
eranfinish
MCP server for EZ@Work — manage clients, projects, time entries, and invoices f…
62798
nidhiyashwanth
MCP server for BlueDart (DHL eCommerce India) shipping API enabling waybill cre…
62799
leandersen
mcp-football Claim
Provides live football data through MCP tools, enabling users to fetch today's …
62800
mno-d
Kastor Claim
Lets ChatGPT or MCP clients work with files on your machine, with tools for rea…
N/A N/A
Showing 62751–62800 of 66447 servers