MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6051
1broseidon
mcp-jira-server ⚡ Claim
Provides integration with Jira's REST API, allowing AI assistants to manage Jir…
B 72 5⁄5 ◉ ⏳ 78 66 — 43 81 83
6052
BiboyQG
WeChat-MCP ⚡ Claim
WeChat-MCP: let Openclaw/Claude/ChatGPT and other AI assistants read and reply …
B 72 5⁄4 ◉ ⏳ 72 32 N/A 75 95 90
6053
robbhimself-1337
claude-army ⚡ Claim
Orchestrate multiple Claude Code agents in parallel from chat
B 72 5⁄5 ◉ ⏳ 90 75 N/A 32 95 48
6054
avalla
Enables generation of AI videos and images using RunComfy APIs. Supports multip…
B 72 5⁄5 ◉ ⏳ 86 61 — 24 80 95
6055
lucasoeth
A server for managing and summarizing notes using a custom URI scheme, with too…
B 72 5⁄4 ◉ ⏳ 78 61 N/A 25 89 93
6056
mimo-3
mcp-imagenate ⚡ Claim 2
An MCP server for image generation using multiple providers including Google Ge…
B 72 4⁄4 ◉ ⏳ 51 — — 50 95 93
6057
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 5⁄5 ◉ ⏳ 80 60 — 37 82 92
6058
withinfocus
statbotics ⚡ Claim
Provides access to the Statbotics API for FIRST Robotics Competition statistica…
B 72 5⁄5 ◉ ⏳ 69 100 — 61 81 43
6059
Rahulec08
MCP Appium Server ⚡ Claim
A Model Context Protocol (MCP) server that enables mobile app automation using …
B 72 5⁄4 ◉ ⏳ 90 28 N/A 55 95 90
6060
pwilkin
SearXNG MCP Server ⚡ Claim 1
An MCP server that allows searching through public SearXNG instances by parsing…
B 72 5⁄5 ◉ ⏳ 63 100 — 53 81 56
6061
dnnyngyen
A lightweight MCP server that enables AI agents to perform deep codebase analys…
B 72 5⁄5 ◉ ⏳ 84 83 — 48 81 50
6062
flesler
MCP Tools ⚡ Claim
A comprehensive MCP server providing tools for AI agents to interact with code,…
B 72 5⁄5 ◉ ⏳ 78 100 — 49 81 41
6063
dpdanpittman
Integrates the Quint formal specification language into LLM workflows for acces…
B 72 5⁄4 ◉ ⏳ 72 62 N/A 35 90 95
6064
zlatanpham
iReader MCP ⚡ Claim
Enables extraction of content from various web sources including webpages, YouT…
B 72 5⁄5 ◉ ⏳ 72 47 — 60 82 100
6065
kentaroh7777
MCP Todoist Claim 1
A Model Context Protocol server implementation compatible with Todoist API, all…
B 72 5⁄5 ◉ ⏳ 63 70 — 51 81 95
6066
bsmi021
Filesystem MCP Server ⚡ Claim 3
A Model Context Protocol server that provides file system operations, analysis,…
B 72 5⁄4 ◉ ⏳ 79 56 N/A 36 87 93
6067
diegofornalha
Docker MCP ⚡ Claim
Enables Docker container management directly through Claude using the Model Con…
B 72 5⁄5 ◉ ⏳ 90 58 — 23 81 94
6068
rsdouglas
janee ⚡ Claim
Self-evolving MCP server that generates and improves its own tools at runtime. …
B 72 5⁄4 ◉ ⏳ 64 33 N/A 84 95 93
6069
cmeans
clipboard-mcp ⚡ Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
B 72 5⁄4 ◉ ⏳ 82 33 N/A 69 92 84
6070
sandriaas
Provides comprehensive access to Google Search Console data with enhanced analy…
B 72 5⁄5 ◉ ⏳ 88 58 — 27 81 96
6071
pranav-vijayananth
Enables Purdue University students to access their Brightspace academic data in…
B 72 5⁄4 ◉ ⏳ 94 20 N/A 45 95 100
6072
aliargun
Model Context Protocol (MCP) server implementation that enables Claude Desktop …
B 72 5⁄5 ◉ ⏳ 92 40 — 58 81 87
6073
GhoshSrinjoy
Enables access to Overleaf LaTeX projects through Git integration, allowing use…
B 72 5⁄5 ◉ ⏳ 78 58 — 47 81 90
6074
Parado-xy
Enables AI agents to perform semantic code search across entire codebases using…
B 72 5⁄4 ◉ ⏳ 78 50 N/A 24 95 100
6075
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 5⁄4 ◉ ⏳ 86 33 N/A 40 95 100
6076
armanzeroeight
A server that enables interaction with Octopus Deploy through the Model Context…
B 72 5⁄5 ◉ ⏳ 80 43 — 53 81 100
6077
Theorhd
Enables PDF generation from HTML, text, and Markdown content with customizable …
B 72 5⁄4 ◉ ⏳ 78 58 N/A 26 95 93
6078
landicefu
A Model Context Protocol server that enables AI assistants to interact with And…
B 72 5⁄4 ◉ ⏳ 63 60 N/A 51 87 100
6079
bzzimmy
GPT-MCP Bridge ⚡ Claim
Enables Claude and other MCP-compatible tools to communicate with OpenAI's GPT …
B 72 5⁄5 ◉ ⏳ 72 73 — 27 81 97
6080
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 5⁄4 ◉ ⏳ 75 53 N/A 34 95 95
6081
intellieffect
odoo-mcp ⚡ Claim 1
An MCP server that connects AI assistants to Odoo ERP instances via the built-i…
B 72 5⁄5 ◉ ⏳ 69 66 — 50 81 91
6082
jongall45
Provides AI agents with native access to the Frontrun API to track venture capi…
B 72 5⁄5 ◉ ⏳ 60 72 — 50 78 99
6083
jihsin
EKMS MCP Server ⚡ Claim
Enables Claude to search, query, and interact with an Enterprise Knowledge Mana…
B 72 5⁄5 ◉ ⏳ 88 100 — 27 81 44
6084
Jacob-Stokes
Enables interaction with Monica CRM instances to manage contacts, activities, t…
B 72 5⁄5 ◉ ⏳ 84 72 — 25 81 84
6085
sammcj
Bybit MCP Server ⚡ Claim 3
A Model Context Protocol server that provides read-only access to Bybit's crypt…
B 72 5⁄5 ◉ ⏳ 77 100 — 50 80 39
6086
r3e-network
Neo N3 MCP Server ⚡ Claim 2
An MCP server that provides seamless integration with the Neo N3 blockchain, al…
B 72 5⁄5 ◉ ⏳ 81 36 — 81 76 89
6087
magnetai
An MCP server that enables fee-free USDC transfers on the Base blockchain netwo…
B 72 5⁄4 ◉ ⏳ 75 58 N/A 41 95 82
6088
Cleversoft-IT
This TypeScript-based MCP server implements a simple notes system, allowing the…
B 72 5⁄5 ◉ ⏳ 94 58 — 20 80 94
6089
unlikefraction
Directory rating websites on AI-agent-friendliness. Search, lookup, and submit.
B 72 6⁄6 ◉ ⏳ 60 86 82 21 77 91
6090
houtj
mcp-server-dlis Claim 1
A Model Context Protocol server that provides DLIS (Digital Log Interchange Sta…
B 72 5⁄4 ◉ ⏳ 77 56 N/A 39 92 91
6091
DeepLcom
DeepL MCP Server ⚡ Claim 1
A Model Context Protocol server that enables AI assistants to translate and rep…
B 72 5⁄5 ◉ ⏳ 57 71 — 53 81 99
6092
PaulieB14
predictfun-mcp ⚡ Claim
MCP (Model Context Protocol) server that gives AI agents structured access to P…
B 72 5⁄5 ◉ ⏳ 60 66 — 56 81 99
6093
GetPercept
Give your AI agent ears — ambient voice intelligence with 8 MCP tools for Claud…
B 72 5⁄4 ◉ ⏳ 84 38 N/A 55 90 92
6094
Bluente
bluente-translate ⚡ Claim
Translate your documents with formatting intact in 2 minutes
B 72 5⁄5 ◉ ⏳ 60 73 — 66 80 85
6095
scald
A Model Context Protocol server that connects to the Tesla Fleet API, allowing …
B 72 5⁄5 ◉ ⏳ 81 67 — 53 74 80
6096
asklokesh
Zoho Crm ⚡ Claim 3
MCP server for Zoho CRM API integration
B 72 5⁄5 ◉ ⏳ 75 91 N/A 62 83 39
6097
pigmej
HomeyPro MCP Server ⚡ Claim 1
A Model Context Protocol server that enables interaction with HomeyPro home aut…
B 72 5⁄5 ◉ ⏳ 79 63 — 27 81 99
6098
yamaton
mcp-dice ⚡ Claim 2
A MCP server enabling LLMs to roll dice
B 72 5⁄4 ◉ ⏳ 71 55 N/A 41 95 92
6099
TSavo
Printify MCP Server ⚡ Claim 2
A Model Context Protocol server that allows AI assistants like Claude to integr…
B 72 5⁄5 ◉ ⏳ 69 70 — 67 78 75
6100
shibuiwilliam
Zenn MCP Server ⚡ Claim 2
An unofficial Model Context Protocol server for Zenn that enables fetching arti…
B 72 5⁄5 ◉ ⏳ 72 100 N/A 41 94 39
Showing 6051–6100 of 69027 servers
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