MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
11651
Manifest-Automation
Enables deployment of MCP servers on Cloudflare Workers without authentication …
C 63 5⁄5 ◉ ⏳ 48 67 — 24 81 87
11652
cnych
Backlinks MCP ⚡ Claim 1
A MCP server for retrieving backlink information for any domain(SEO).
C 63 5⁄5 ◉ ⏳ 57 37 — 47 80 97
11653
lennart-finke
baba_is_eval Claim
Claude et al. play the brilliant puzzle title "Baba is You"
C 63 5⁄4 ◉ ⏳ 66 31 N/A 18 95 95
11654
Nur1sat
Provides tools for managing a product catalog, including functions to list, add…
C 63 5⁄5 ◉ ⏳ 54 55 — 22 80 99
11655
Kushagra-Dutta
FHIR Careplan ⚡ Claim
A comprehensive Model Context Protocol server that provides universal access to…
C 63 5⁄5 ◉ ⏳ 72 41 — 21 81 93
11656
mdg10215-svg
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
C 63 5⁄4 ◉ ⏳ 66 75 N/A 35 92 35
11657
eva-wanxin-git
Provides comprehensive Windows system control including file operations, proces…
C 63 5⁄5 ◉ ⏳ 72 83 N/A 21 95 27
11658
OctagonAI
Octagon VC Agents ⚡ Claim 1
An MCP server that runs AI-driven venture capitalist agents whose thinking is c…
C 63 5⁄5 ◉ ⏳ 49 62 — 46 81 76
11659
Rana-X
Enables booking cleaning services in San Francisco by collecting customer detai…
C 63 6⁄6 ◉ ⏳ 90 77 0 31 81 91
11660
Traia-IO
ICON mcp v105 ⚡ Claim
Enables AI agents and LLMs to interact with the ICON mcp v105 API through stand…
C 63 5⁄5 ◉ ⏳ 68 46 — 24 80 91
11661
Yoosu-L
Enables benchmarking of Large Language Model APIs by measuring performance metr…
C 63 6⁄6 ◉ ⏳ 96 60 0 41 81 94
11662
akaiserg
MCP Memory Tracker ⚡ Claim
A Model Context Protocol (MCP) server that provides persistent memory capabilit…
C 63 5⁄4 ◉ ⏳ 62 30 N/A 23 95 100
11663
anisirji
A Model Context Protocol server that exposes multiple AI tools over SSE transpo…
C 63 5⁄5 ◉ ⏳ 55 65 — 26 76 88
11664
TwT23333
A Model Context Protocol (MCP) server for advanced code analysis and editing wi…
C 63 5⁄5 ◉ ⏳ 78 28 — 20 81 100
11665
CollinDex
Block MCP Server ⚡ Claim
Enables AI agents to interact with multiple blockchain networks to check wallet…
C 63 5⁄5 ◉ ⏳ 60 47 — 29 77 99
11666
davidyen1124
Caltrain MCP Server ⚡ Claim 1
A Model Context Protocol server that provides real-time Caltrain schedule infor…
C 63 5⁄5 ◉ ⏳ 51 33 — 60 83 95
11667
goperigon
Perigon MCP Server ⚡ Claim
Enables access to comprehensive news data through the Perigon API, including se…
C 63 6⁄6 ◉ ⏳ 84 71 0 48 81 92
11668
karimQuant
ibapi-mcp-server ⚡ Claim
This project creates a middleware server that connects to Interactive Brokers G…
C 63 5⁄4 ◉ ⏳ 66 31 N/A 25 90 99
11669
ArjunKrish7356
Math MCP Server ⚡ Claim
Enables mathematical calculations through basic arithmetic operations including…
C 63 5⁄4 ◉ ⏳ 60 30 N/A 27 95 99
11670
jrm-fusional
fusional Claim
Unified MCP gateway that loads 150+ AI tools via a single Docker command. Execu…
C 63 5⁄5 ◉ ⏳ 66 10 — 67 81 97
11671
epi-builder
Enables web browser automation through Playwright, providing tools for navigati…
C 63 5⁄5 ◉ ⏳ 72 75 — 26 81 46
11672
jeweis
Enables saving articles to WeChat Official Account drafts with support for rich…
C 63 5⁄5 ◉ ⏳ 54 68 — 23 81 82
11673
goonoo
Enables uploading files to Notion with complete workflow support including file…
C 63 5⁄5 ◉ ⏳ 62 47 — 25 81 91
11674
wxt2rr
Provides basic mathematical operations (addition, subtraction, multiplication, …
C 63 5⁄5 ◉ ⏳ 48 68 — 24 81 89
11675
shawnmcb
a11y-mcp-server ⚡ Claim 1
An MCP server for accessibility auditing that provides WCAG 2.2 criteria lookup…
C 63 5⁄5 ◉ ⏳ 45 55 — 32 83 100
11676
DarshanHegdeP
An autonomous agent ecosystem that leverages Groq for high-performance reasonin…
C 63 4⁄4 ◉ ⏳ 42 N/A N/A 30 95 83
11677
itsuzef
REAPER MCP Server ⚡ Claim 2
A Model Context Protocol server that enables AI agents to create fully mixed an…
C 63 5⁄5 ◉ ⏳ 67 74 N/A 25 95 40
11678
Shaoqigit
pyNastran MCP Server ⚡ Claim 2
An MCP server that enables AI agents to interact with Nastran FEA models by rea…
C 63 5⁄4 ◉ ⏳ 53 31 N/A 49 92 91
11679
HawkEyeTheRapper
A deployable Model Context Protocol server on Cloudflare Workers that operates …
C 63 5⁄5 ◉ ⏳ 48 68 — 26 84 81
11680
ChinYoong
Veracode MCP ⚡ Claim
Enables interaction with the Veracode platform to perform security tasks like r…
C 63 5⁄4 ◉ ⏳ 60 41 N/A 25 90 94
11681
scotthavird
A tool for deploying authentication-free Model Context Protocol servers on Clou…
C 63 5⁄5 ◉ ⏳ 48 68 — 26 84 81
11682
bswa006
An MCP server that enhances AI agents' coding capabilities by providing zero ha…
C 63 5⁄5 ◉ ⏳ 73 82 — 25 81 38
11683
Avi-141
Weft ⚡ Claim
Enables AI assistants to access and search your local browsing knowledge graph …
C 63 5⁄4 ◉ ⏳ 66 28 N/A 27 95 92
11684
pipeworx-io
mcp-jokes ⚡ Claim
Enables searching jokes by keyword and retrieving joke categories using the fre…
C 63 5⁄5 ◉ ⏳ 90 0 — 47 81 97
11685
Motta239
A server implementation that enables interaction with Greenhouse's recruitment …
C 63 5⁄5 ◉ ⏳ 72 37 — 23 81 94
11686
Polloinfilzato
DM20 Protocol ⚡ Claim
A comprehensive MCP server for managing AI-assisted Dungeons & Dragons campaign…
C 63 6⁄6 ◉ ⏳ 94 56 0 48 82 94
11687
davo20019
A bridge that enables Large Language Models to read from and write to Firebase …
C 63 5⁄5 ◉ ⏳ 70 33 — 24 80 100
11688
HolleIvan
Enables AI models to access user geolocation data through EdgeOne Pages Functio…
C 63 5⁄5 ◉ ⏳ 66 27 — 39 81 100
11689
kukapay
cointelegraph-mcp ⚡ Claim
Providing real-time access to the latest news from Cointelegraph.
C 63 5⁄5 ◉ ⏳ 64 32 — 40 82 97
11690
QuAzI
Xafari MCP ⚡ Claim 1
An MCP server and crawler for Xafari documentation that enables AI agents to se…
C 63 5⁄5 ◉ ⏳ 59 46 — 30 82 91
11691
wudongjie
A TypeScript-based MCP server implementing a simple notes system that allows us…
C 63 5⁄4 ◉ ⏳ 62 67 N/A 27 82 65
11692
D-Diaa
An MCP server that enables Claude to perform OCR on local files using Mistral A…
C 63 5⁄4 ◉ ⏳ 53 55 N/A 21 92 89
11693
Rucha-Nandgirikar
StatFlow ⚡ Claim
Enables AI assistants to perform statistical analysis on MySQL databases, gener…
C 63 5⁄5 ◉ ⏳ 84 12 — 42 81 90
11694
Zeyneptncr
A system that manages person records through natural Turkish language commands …
C 63 5⁄4 ◉ ⏳ 44 57 N/A 23 95 92
11695
linxule
lotus-wisdom-mcp ⚡ Claim 1
Contemplative problem-solving using the Lotus Sutra's wisdom framework. Multi-p…
C 63 6⁄6 ◉ ⏳ 81 68 0 65 82 86
11696
cmc12138
Analyzes frontend project code (React, Vue, Angular) and converts it into AI-un…
C 63 5⁄4 ◉ ⏳ 78 31 N/A 32 95 71
11697
maci0
A server that wraps the Wine Debugger (winedbg) and exposes its functionality t…
C 63 5⁄4 ◉ ⏳ 66 15 N/A 36 95 100
11698
Sergey-Bondarev
Enables deployment of a remote Model Context Protocol server on Cloudflare Work…
C 63 5⁄5 ◉ ⏳ 48 68 — 24 84 85
11699
moohoorama
A tool that enables access to Prometheus metrics data through a Model Context P…
C 63 5⁄5 ◉ ⏳ 72 41 — 18 80 93
11700
fred-drake
Gmail MCP Server ⚡ Claim
Provides access to Gmail functionalities including listing unread emails, searc…
C 63 5⁄5 ◉ ⏳ 60 43 — 27 81 99
Showing 11651–11700 of 69111 servers
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