MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31834
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47701
funky1688
Transforms any website's documentation into an MCP-compatible interactive knowl…
81
47702
odd-Innocent
Curated Korean AEC knowledge — codes, practice, and the reasoning between them.
47703
pipeworx-io
mcp-orcid Claim
Enables querying ORCID public records, including profiles, publications, employ…
47704
lattmamb
agent-0 Claim
N/A N/A 95
47705
fluffypony
Enables AI agents to intelligently navigate and understand codebases by providi…
47706
SBolivarLoL
Clover POS Claim
Clover POS for a single merchant: sales, inventory, orders, customers (reads + …
N/A N/A
47707
johnisanerd
Enables AI agents to fetch Google autocomplete suggestions for partial queries,…
47708 N/A N/A 95
47709
cubismod
Enables AI clients to access Boston's MBTA public transit data, including real-…
47710
ShopFarnow
VerditNxtGen Claim
A cryptographic sidecar proxy that tests MCP tools for OWASP vulnerabilities be…
47711
RusticEagle
Serves the Australian Cyber Security Centre Information Security Manual (ISM) v…
47712
cancyChen
mcp-gateway Claim
AI gateway to unify authentication and expose internal APIs as MCP tools. Suppo…
N/A N/A
47713
amigo-ai
forge-mcp Claim
Prototype MCP server enabling coding agents to manage Amigo Agent Forge operati…
47714
muslus
WetLab-MCP Claim
Enables AI-assisted molecular biology experiment design with tools for qPCR pri…
N/A N/A
47715
alevizio
globestudio Claim
MCP server for GlobeStudio.
47716
xerktech
mcp-financex Claim
Comprehensive MCP server for real-time stock, cryptocurrency, options, and fund…
47717
dbbuilder-org
imagethis Claim
One-step AI image generation for Claude Code, allowing users to generate images…
47718
Nith567
Enables gasless token swaps across multiple chains using OKX DEX aggregation an…
N/A N/A
47719
samdomainerplus-szw0
AI-callable tools for API mocking, testing, monitoring, security, and automatio…
81
47720
logus2k
mcp-service Claim
Dual-interface MCP server that exposes declarative tools and reusable skills vi…
47721
userFRM
MCP server wrapping Kimi Code CLI (kimi-k2.5) to provide tools for filesystem, …
N/A N/A
47722
NG-Bullseye
agent-mesh Claim
Provides a messaging multiplexer for agents using Redis streams, allowing Claud…
47723
lauragift21
Provides AI assistants with comprehensive YouTube analytics and channel managem…
47724
shadid06
A simple MCP server built with MCPize providing hello and echo tools for demons…
47725
ngkienmkqn-wsy8
24htrack-mcp Claim
Universal package tracking for AI agents. Track packages across 30+ carriers in…
81
47726
marian-kamenistak
Build your mentoring inquiry with Marian Kamenistak: formal offer in 16 minutes…
47727
oliverxuzy-ai
vault-mcp Claim
Enables personal knowledge management through Claude Desktop, allowing users to…
N/A N/A
47728
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
N/A N/A
47729
budgetpixel-ai
mcp Claim
Generate AI images, video, music, and sound effects, and upscale them, from any…
47730
rahulgh033
MCP server for querying employee data via tools like get_employees and get_empl…
47731
k1y0miiii
tbro-mcp Claim
An MCP server that provides web_search and web_fetch tools returning plain text…
N/A N/A
47732
puzne2000
Gives AI assistants access to Google Contacts, supporting listing, searching, c…
N/A N/A
47733
lapin7771n
Read-only MCP server for accessing Wallet by BudgetBakers financial data, allow…
47734
fastmcp-me
Enables AI assistants to interact with Magic-API development environment, suppo…
N/A N/A
47735
MaxGhenis
openmessage Claim
MCP server for a local-first messaging workspace that integrates Google Message…
N/A N/A
47736
Liam6130
Huppert MCP Claim
MCP server that enables AI assistants to access and query fNIRS data analysis t…
N/A N/A
47737
CharityDEX
Enables VoiceOS to read and write Discord messages through Composio's DISCORDBO…
47738
sentry-official
mcpcap Claim
A modular MCP server for analyzing PCAP files using protocol-specific analysis …
N/A N/A
47739
zskycode
Enables AI assistants to manage Docker containers, images, networks, volumes, a…
N/A N/A
47740
av151318
AdventedHUD Claim
Turns an LLM agent into a personal planner by providing atomic context (roles, …
47741
tracegazer
clockify-mcp Claim
Clockify time-tracking MCP server: 112 tools across 18 domains (time entries, p…
47742
pipeworx-io
mcp-banxico Claim
Enables querying economic data from Banco de México (Mexico's central bank) via…
47743
alexgenovese
MCP server for WordPress REST API that enables managing posts, pages, media, co…
47744
3M1RY33T
Enables AI agents to maintain a structured Markdown or Obsidian memory vault wi…
N/A N/A
47745
arturayupov
keyward Claim
Local encrypted secret broker for AI agents: request keys by name, approve each…
N/A N/A
47746
AndekQR
Unofficial MCP server that exposes Fitatu account operations as tools for inspe…
47747
ASG Card Claim 1
Give AI agents autonomous virtual card management via x402 and Stellar USDC
N/A N/A 81
47748
shiiman
Manages multiple AI CLI instances (Claude Code, Codex, Gemini, Cursor) in tmux …
N/A N/A
47749
punic-pillars
Cross-project knowledge graph for MCP — map features across mobile, backend, an…
N/A N/A
47750
justoneapi
Exposes JustOneAPI endpoints as MCP tools, returning raw upstream JSON without …
Showing 47701–47750 of 66518 servers
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