MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57101
Christopher-AS
riv-mcp Claim
Riv MCP server — a thin shell over the Riv authorization API (authorize, get_ac…
N/A N/A
57102
miharu8686
An MCP server that enables code review by having two LLMs (Claude and GPT-4o) i…
N/A N/A
57103
automatikstudio
An AI-powered server that generates realistic, customizable customer testimonia…
81
57104
lazymac2x
Cloudflare Workers MCP server: ai-rate-limit-tracker
57105
praeceptor-thesis
Search the skill-builder registry and auto-install skills for Claude Code, Curs…
N/A N/A
57106
miloira
一个基于MCP的Python REPL服务器,支持多会话管理、代码执行、历史记录回放和包安装,为AI提供Python解释器能力。
57107
LangGPT
ohmytoken Claim
Provides real-time token pricing for AI models, model comparison, cost calculat…
N/A N/A
57108
Tiansiyu-tj
Allows AI assistants to fetch and read Enterprise WeChat documents in real time…
N/A N/A
57109
lazymac2x
Cloudflare Workers MCP server: cron-collision-detector
57110
Sourav4670
postman-mcp Claim
MCP server providing 41 tools to manage Postman collections, environments, mock…
57111
kkeeling
Integrates TimeCamp time tracking into AI assistants, enabling real-time timer …
57112
tharun99856
Enables multi-modal travel planning for India, aggregating flights, trains, bus…
57113
AIWerk
Read-only access to Wise (TransferWise) personal API for profiles, balances, ex…
57114
bytario Claim 1
40 MCP tools for image, PDF, QR, barcode, data, text, color, and render operati…
N/A N/A 69
57115
pipeworx-io
Gdelt Claim
GDELT MCP — Global Database of Events, Language, and Tone (free, no auth)
57116
bergeramit
Add two numbers instantly and generate friendly greetings on demand. Speed up q…
N/A N/A 95
57117
KyleVick4
Exposes NCBI PubMed as MCP tools for searching literature, fetching abstracts, …
57118
sameeroz
Enables interaction with Odoo ERP systems for product, customer, order, invoice…
N/A N/A
57119
bakalagoin
A build accelerator for AI coding assistants that scaffolds complete projects f…
57120
jieyefriic
code-context Claim
Enables AI coding assistants to automatically scan, store, and query API endpoi…
N/A N/A
57121
k-krawczyk
An MCP server that lets an AI agent work with an ActiveMQ Artemis broker.
57122
fastmcp-me
An MCP server that enables users to interact with Apache Doris databases throug…
57123
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
57124
tinydarkforge
Engram Claim
Engram is an epistemic engine that provides persistent, confidence-ranked memor…
N/A N/A
57125
ma-za-kpe
voice-sphere Claim
N/A N/A 95
57126
Hormonaly-ai
24 tools for evidence-graded clinical queries, hormones, peptides, longevity & …
57127
wuxiangege
mcp-hello-py Claim
Greets users in Korean by name, supporting single and multiple recipients.
57128
karellen
Provides LLM clients with structured code intelligence through LSP servers, ena…
N/A N/A
57129
Aaditya2502
TradeMCP Claim
An MCP server that exposes trading analytics — technical indicators, portfolio …
57130
Maheidem
Enables Claude to interact with WhatsApp through a unified backend API, providi…
57131
ttekun
Enables AI assistants to read Bitbucket Cloud pull requests and diffs through n…
57132
PyPtt
Enables AI clients to log in and interact with the PTT bulletin board system vi…
N/A N/A
57133
TheNextGenNexus
Search Redfin properties, get property details, and market statistics
N/A N/A 83
57134
incentivai-io
Provides comprehensive access to user management, wallet operations, and blockc…
57135
arcadeai-labs
Librarian Claim
Provides AI agents with persistent knowledge storage, enabling them to store, s…
57136
jhstatewide
MCP server for SearXNG meta search engine with enhanced error handling and para…
57137
TradersPost
Enables AI assistants to look up any Pine Script function, search TradingView d…
N/A N/A
57138
vwww-droid
Mira Claim
🔬 Mobile runtime detection workbench for AI (iOS and Android)
N/A N/A C
57139
Taardisaa
angr-api-mcp Claim
MCP server for angr binary analysis API workflow retrieval. Extracts real API u…
N/A N/A
57140
sophtron
Enables users to connect bank accounts within a chat session using Sophtron's U…
57141
Mumega-com
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
57142
reejosamuel
Provides AI agents and LLM tools with direct read/write access to Obsidian Live…
57143
angelkurten
ppa-mcp Claim
Anti-procrastination MCP server using ClickUp for task management. Enables capt…
57144
gkanogiannis
An MCP server that interfaces with Gigwa for genotyping data import, analysis, …
N/A N/A
57145
jackulau
PokeCanvas Claim
Enables querying Canvas LMS courses, assignments, grades, and more via natural …
57146
hilothefunnydog123-coder
mcp-forge Claim
Turn any OpenAPI spec into a working MCP server — point it at a spec and Claude…
57147
lleontor705
Resilient multi-CLI orchestration server for AI agents that routes tasks to Cla…
N/A N/A
57148
Wide-Moat
MCP server that gives any LLM a managed Docker workspace with live browser, ter…
57149
NEAT-Technologies
Provides AI agents with a live architecture model of a codebase, enabling queri…
57150
msicilia
Enables interaction with REDCap instances for managing research data, projects,…
Showing 57101–57150 of 57160 servers