MCP Server Quality Scores

Independent quality analysis of 66415 public MCP servers

66415
Discovered
31767
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4501
handeocakk
Transforms SAP S/4HANA or ECC systems into conversational AI interfaces by expo…
B 74 55 78 70 44 81 90
4502
k-chrispens
Enables exploration and organization of research ideas using a hierarchical til…
B 74 55 94 83 N/A 46 95 34
4503
Augmented-Nature
Reactome MCP Server Claim 1
Model Context Protocol server for accessing Reactome pathway and systems biolog…
B 74 55 88 61 34 82 94
4504
mcp-tool-shop-org
MCP File Forge Claim 3
A Model Context Protocol server for secure, sandboxed file operations and proje…
B 74 55 57 100 N/A 77 92 44
4505
pnmice
Enables natural language management of Docker containers, images, networks, and…
B 74 55 80 61 47 81 95
4506
lchinglen
time-mcp-server Claim 2
MCP server for timezone conversions and time queries with support for IANA time…
B 74 55 75 100 N/A 50 95 36
4507
monetizeyouragent-fun
AI agent monetization directory with 75+ entries. Search, filter, and discover …
B 74 55 64 86 39 81 95
4508
sammcj
An MCP Server to help LLMs suggest the latest stable package versions when writ…
B 74 54 81 28 N/A 78 94 95
4509
sussa3007
MySql MCP Server Claim 1
Connect and interact with MySQL databases seamlessly. Execute SQL queries, mana…
B 74 55 84 83 48 76 71
4510
adarc8
skills-master-mcp Claim
Connects AI coding agents to the SkillsMP marketplace, allowing users to search…
B 74 55 88 61 39 76 94
4511
creatrcollective
Connects Claude to Zoho CRM with read-only access, enabling natural language qu…
B 74 55 66 82 N/A 24 95 89
4512
thesigma1receptor
Enables AI assistants to control Native Instruments FM8 synthesizer parameters …
B 74 54 68 66 N/A 45 95 93
4513
recraft-ai
Recraft AI MCP Server Claim 1
An MCP server that integrates with Recraft AI to enable generation and manipula…
B 74 55 45 100 73 80 76
4514
epitaphe360
Railway MCP Server Claim
Enables management of Railway.app infrastructure through natural language, allo…
B 74 55 66 66 61 82 94
4515
TheSethRose
A TypeScript template for building Model Context Protocol (MCP) servers that en…
B 74 54 68 68 N/A 38 92 100
4516
Atomic-Germ
Enables consulting with local Ollama models for reasoning from alternative view…
B 74 55 84 82 71 81 44
4517
cfdude
Jira MCP Server Claim
Enables enterprise-level integration with Jira's REST API for AI assistants to …
B 74 55 86 43 67 82 91
4518
cenemil
DNS MCP Server Claim 1
Enables comprehensive DNS operations including lookups for various record types…
B 74 55 90 100 38 81 41
4519
jinyiabc
Enables interaction with Interactive Brokers via the TWS API or IB Gateway to m…
B 74 54 90 53 N/A 25 91 99
4520
GreatAuk
MCP Server Starter Claim 1
A TypeScript-based template for building Model Context Protocol servers, featur…
B 74 54 90 65 N/A 38 90 75
4521
LeeMangold
Enables AI models to interact with Freshservice IT service management platform,…
B 74 55 72 71 48 81 95
4522
invapi-org
invapi-mcp Claim
Extract, create, convert & validate invoices (UBL, CII, XRechnung, ZUGFeRD, PDF…
B 74 54 84 71 N/A 32 83 88
4523
fashionzzZ
markdown-to-html Claim 1
A Model Context Protocol server that converts Markdown content to HTML format.
B 74 55 75 100 N/A 38 95 46
4524
arjunkmrm
mcp-minecraft Claim
Allows AI models to observe and interact with the Minecraft world through a bot.
B 74 54 78 58 N/A 44 89 96
4525
AndreyVMarkelov
MCPulse Claim
JMeter Sampler plugin to load-test MCP stdio servers (Model Context Protocol).
B 74 54 90 35 N/A 41 95 100
4526
waldzellai
Clear Thought 1.5 Claim
Provides 30+ unified reasoning operations including systematic thinking, mental…
B 74 55 92 55 50 81 84
4527
daobataotie
mssql-mcp Claim
mssql mcp server
B 74 54 78 58 N/A 39 95 92
4528
cassler
Fireflies MCP Server Claim 1
Enables access to Fireflies.ai meeting transcripts with capabilities to retriev…
B 74 55 78 71 39 81 95
4529
zcaceres
gtasks-mcp Claim 2
An MCP server to Manage Google Tasks
B 74 55 75 62 48 80 99
4530
umshere
UIFlowchartCreator Claim 2
Enables users to create UI flowcharts by generating visualizations of user inte…
B 74 54 86 68 N/A 22 90 90
4531
devabdultech
Adds powerful Hacker News integration to LLM clients, allowing users to access …
B 74 55 86 58 40 81 98
4532
jmtroller
US business bankruptcy MCP: filings, dockets, documents, case summaries. Free t…
B 74 66 90 72 71 21 81 94
4533
darkshloser
MCP Platform Claim 1
A scalable execution platform that enables users to interact with HR, ERP, and …
B 74 55 78 66 45 82 95
4534
jbccc
Provides document reranking capabilities via the ZeroEntropy Zerank API, allowi…
B 74 55 78 76 26 81 95
4535
memextech
Enables AI agents to search through Memex conversation history and local projec…
B 74 54 100 53 N/A 28 82 91
4536
ebbfijsf
agent-reader Claim
Document beautifier for AI agents. Converts Markdown to styled webpages (with s…
B 74 54 84 36 N/A 79 87 87
4537
zereight
Bithumb MCP Server Claim
Enables interaction with the Bithumb cryptocurrency exchange API to fetch marke…
B 74 55 84 68 25 81 100
4538
Rishab87
ClawdPay MCP Claim 1
Enables AI agents to securely make online purchases using Privacy.com virtual c…
B 74 55 90 57 47 74 92
4539
amxkifir
Enables browsing, searching, and downloading Pixiv content including illustrati…
B 74 55 80 72 42 82 85
4540
MikeyBeez
Provides tools for making small, targeted edits to files using stream editors l…
B 74 54 90 51 N/A 28 95 91
4541
pma1999
An MCP server for academic research that enables paper search across 14 sources…
B 74 54 92 41 N/A 56 95 79
4542
tatn
An MCP server for fetching and transforming web content into various formats.
B 74 54 63 67 N/A 40 95 100
4543
LerianStudio
Lerian MCP Server Claim
Provides AI assistants with comprehensive documentation, tutorials, and SDK cod…
B 74 55 64 62 83 83 83
4544
r-huijts
xcode-mcp-server Claim
Xcode integration for project management, file operations, and build automation
B 74 54 68 61 N/A 60 90 93
4545
kuro-tomo
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
B 74 55 72 68 58 82 89
4546
norbinsh
Provides Trivy security scanning capabilities through a standardized interface,…
B 74 54 90 53 N/A 31 87 95
4547
shawndrake2
Provides access to U.S. labor market data including employment statistics, Cons…
B 74 55 90 65 27 82 93
4548
aplaceforallmystuff
mcp-threatintel Claim 3
Unified threat intel - OTX, AbuseIPDB, GreyNoise, abuse.ch, Feodo Tracker
B 74 55 90 83 N/A 65 63 61
4549
pkdindustries
soulshack Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
B 74 54 84 71 N/A 77 90 46
4550
femto
Chrome MCP Server Claim
Enables AI assistants to control and automate your Chrome browser directly, lev…
B 74 54 78 41 N/A 71 95 89
Showing 4501–4550 of 66415 servers
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