MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29804
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
55751
Blyawon
MCP server that reads Tokens Studio design tokens from Figma and makes them ava…
N/A N/A
55752
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
55753
idobe2
Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powere…
N/A N/A
55754
abhishek-Kumawa
Enables AI agents to manage Salesforce leads and permission sets via the MCP pr…
55755
SystemCraftsman
Command Line Interface for the Strimzi Kafka Operator
N/A N/A
55756
nyku
Enables real browser automation as tools in Cursor, Claude Desktop, Windsurf, a…
55757
ma-serra
MCP server for integrating with the Brazilian PJE judicial system via MNI and B…
55758
arcAman07
Samantha Claim
MCP server that dynamically extracts and manages user memory from LLM conversat…
55759
rishapgandhi
Quick Design Claim
An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in…
N/A N/A
55760
KilianSen
Human-in-the-loop MCP hub for Claude Code agents, enabling agents to ask questi…
55761
rohit1223
An MCP server for managing Oracle Cloud Infrastructure API Gateways, enabling l…
N/A N/A
55762
caskmcp
CaskMCP Claim
Turns any web API into a governed, agent-ready MCP server with lockfile-based a…
N/A N/A
55763
ViperJuice
PMCP Claim
A single MCP server gateway that reduces context bloat by providing progressive…
55764
parnajaswanth227
Enables users to manage personal finances—tracking expenses, income, budgets, a…
N/A N/A
55765
Memory for AI agents that can't hallucinate — cited or abstains, provable forge…
N/A N/A 81
55766
hopkdj
Fenshitu MCP Claim
Generates professional A-share intraday stock charts with 1-day and multi-day v…
55767
VirixLabs
HumanBrowser Claim
Cloud Chromium for AI agents — stealth, residential proxies, captcha solving, A…
55768
MIMI180306
Gives Claude Code long-term memory that persists across sessions via hybrid BM2…
N/A N/A
55769
luckinbyte
gdbmcp Claim
Attaches to a running C++ process and exposes tools to inspect live memory via …
N/A N/A
55770
theNullP0inter
OdinMCP Claim
A distributed MCP server framework enabling scalable task execution across mult…
55771
rauls-kjarners
A lightweight MCP bridge that lets Claude Code delegate heavy tasks to the Anti…
N/A N/A
55772
msicilia
Enables interaction with REDCap instances for managing research data, projects,…
55773
jackulau
PokeCanvas Claim
Enables querying Canvas LMS courses, assignments, grades, and more via natural …
55774
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
N/A N/A
55775
sophtron
Enables users to connect bank accounts within a chat session using Sophtron's U…
55776
NEAT-Technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
55777
Wide-Moat
MCP server that gives any LLM a managed Docker workspace with live browser, ter…
55778
hilothefunnydog123-coder
mcp-forge Claim
Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude…
55779
AiAgentKarl
Local document intelligence for AI agents — extract text, detect tables, read m…
N/A N/A
55780
Heretek-RE
re-kaitai Claim
MCP server exposing Kaitai Struct for custom binary format reverse engineering.
N/A N/A
55781
yang0733
Enables AI assistants to search and explore Databricks AWS documentation throug…
N/A N/A
55782
angelkurten
ppa-mcp Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
55783
reejosamuel
Provides AI agents and LLM tools with direct read/write access to Obsidian Live…
55784
Mumega-com
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
55785
gkanogiannis
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
N/A N/A
55786
8ux-co
Connect your AI assistant to Eel Zap CMS to create collections, manage content,…
55787
wuxiangege
mcp-hello-py Claim
Greets users in Korean by name, supporting single and multiple recipients.
55788
jhstatewide
MCP server for SearXNG meta search engine with enhanced error handling and para…
55789
PyPtt
Enables AI clients to log in and interact with the PTT bulletin board system vi…
N/A N/A
55790
karellen
Provides LLM clients with structured code intelligence through LSP servers, ena…
N/A N/A
55791
Maheidem
Enables Claude to interact with WhatsApp through a unified backend API, providi…
55792
vwww-droid
Mira Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
N/A N/A C
55793
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
N/A N/A
55794
Aaditya2502
TradeMCP Claim
An MCP server that exposes trading analytics — technical indicators, portfolio …
55795
arcadeai-labs
Librarian Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
55796
incentivai-io
Provides comprehensive access to user management, wallet operations, and blockc…
55797
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
55798
TradersPost
Enables AI assistants to look up any Pine Script function, search TradingView d…
N/A N/A
55799
integsec
turbopentest Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
N/A N/A 83
55800
ma-za-kpe
voice-sphere Claim
N/A N/A 95
Showing 55751–55800 of 57160 servers