MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33861
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16651
markswendsen-code
PetSmart MCP Server ⚡ Claim 1 2
Enables AI assistants to search for pet products, manage shopping carts, and bo…
F 25 5⁄5 ◉ ⏳ 86 56 — 30 76 93
16652
sevalla-hosting
mcp ⚡ Claim 1
Manage your entire Sevalla cloud infrastructure from AI agents. Hosted remote s…
F 25 5⁄5 ◉ ⏳ 90 10 — 74 70 89
16653
kieranlal
MCP Pytest Server Claim 1 3
A Node.js server that integrates with pytest to facilitate the ModelContextProt…
F 25 5⁄4 ◉ ⏳ 96 33 N/A 17 87 86
16654
uzirthapa
Enables users to search for geographic locations and visualize them on an inter…
F 25 5⁄5 ◉ ⏳ 66 62 — 32 80 94
16655
eyaab
CV Resume Builder MCP ⚡ Claim 1 2
Automatically generates and updates CVs/resumes by aggregating data from git co…
F 25 5⁄4 ◉ ⏳ 90 53 N/A 46 90 92
16656
pinkpixel-dev
mindbridge-mcp ⚡ Claim 1
MindBridge is an AI orchestration MCP server that lets any app talk to any LLM …
F 25 5⁄5 ◉ ⏳ 60 70 N/A 59 80 95
16657
AidenYangX
mapbox-mcp-server ⚡ Claim 1 4
MCP Server for the Mapbox API.
F 25 5⁄5 ◉ ⏳ 77 62 — 39 76 90
16658
fengfengsu
e代驾 MCP Server ⚡ Claim 1
A service that provides complete driver-for-hire functionality based on e代驾 ope…
F 25 5⁄5 ◉ ⏳ 50 42 — 23 74 93
16659
RhysSullivan
A Model Context Protocol server that allows AI models to log and retrieve conta…
F 25 5⁄5 ◉ ⏳ 41 73 — 18 76 81
16660
mgantlett
Sophia Labs Claim 1
Two MCP endpoints for building cognitive AI agents. /blueprint/mcp serves a 9-c…
F 25 6⁄6 ◉ ⏳ 94 86 95 43 80 99
16661
neo4j
neo4j ⚡ Claim 1
Official MCP server for Neo4j. Interact with Neo4j using Cypher graph queries.
F 25 5⁄5 ◉ ⏳ 86 46 — 78 81 91
16662
OhSeongRak
Enables Claude to search for available meeting rooms, check reservation status,…
F 25 5⁄4 ◉ ⏳ 72 61 N/A 19 89 48
16663
mberg
kokoro-tts-mcp ⚡ Claim 1
MCP Server that uses the open weight Kokoro TTS models to convert text-to-speec…
F 25 5⁄4 ◉ ⏳ 80 36 N/A 47 90 94
16664
quentintou
agent-board ⚡ Claim 1
Open-source multi-agent task board for OpenClaw. Kanban + DAG dependencies + MC…
F 25 5⁄5 ◉ ⏳ 72 67 N/A 54 80 99
16665
devops-vesi
DevOps MCP ⚡ Claim 1 2
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
F 25 5⁄5 ◉ ⏳ 51 68 — 53 76 92
16666
wedsamuel1230
Electronics MCP Servers ⚡ Claim 2 3
14 electronics tools: resistor decoder, capacitor calculator, GPIO reference fo…
F 25 5⁄5 ◉ ⏳ 78 100 N/A 57 84 86
16667
chirag127
Provide enhanced problem-solving capabilities by leveraging systematic thinking…
F 25 5⁄5 ◉ ⏳ 78 82 N/A 31 90 39
16668
funchs
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
F 25 5⁄5 ◉ ⏳ 96 60 — 47 71 88
16669
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 5⁄5 ◉ ⏳ 72 68 — 24 80 100
16670
hawkli-1994
MCP4Meme ⚡ Claim 1
Provides comprehensive tools for tracking meme coins on the Four.meme ecosystem…
F 25 5⁄5 ◉ ⏳ 56 41 — 30 80 96
16671
profullstack
mcp-server Claim 1
Developer utilities: SEO optimization, document conversion, domain lookup, emai…
F 25 5⁄5 ◉ ⏳ 90 35 — 55 80 88
16672
ClickHouse
ClickHouse ⚡ Claim 1
Official ClickHouse MCP server for querying and exploring ClickHouse clusters a…
F 25 5⁄5 ◉ ⏳ 66 40 N/A 73 80 94
16673
jorgenclaw
nostr-mcp-server ⚡ Claim 1
Lightning-paid Nostr signing MCP server. AI agents pay sats per call to sign an…
F 25 6⁄6 ◉ ⏳ 96 80 94 69 76 92
16674
SarimSiddd
Xano MCP Server Claim 1 2
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
F 25 5⁄5 ◉ ⏳ 78 68 — 19 80 99
16675
scorecard-ai
mcp ⚡ Claim 1
MCP server providing access to the Scorecard API to evaluate and optimize LLM s…
F 25 6⁄6 ◉ ⏳ 96 65 0 85 68 93
16676
augmentedivan
Fabric MCP Server ⚡ Claim 2 4
An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driv…
F 25 5⁄5 ◉ ⏳ 75 83 N/A 44 87 43
16677
nickiiitu
A Model Context Protocol server that enables LLMs to interact directly with Mon…
F 25 5⁄5 ◉ ⏳ 57 71 — 38 74 95
16678
Ejb503
A specialized MCP server that enables AI agents to interact with Reddit, includ…
F 25 5⁄5 ◉ ⏳ 90 66 — 32 78 91
16679
xiaobenyang-com
pdf-reader ⚡ Claim 2 3
A MCP server that supports AI assistants to read and analyze PDF files, providi…
F 25 6⁄6 ◉ ⏳ 57 65 0 50 76 56
16680
imprvhub
mcp-rss-aggregator ⚡ Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 5⁄5 ◉ ⏳ 90 58 — 71 78 69
16681
akilat-spec
Track and manage employee time off with quick balance lookups and streamlined a…
F 25 6⁄6 ◉ ⏳ 72 38 0 34 74 78
16682
AceDataCloud
mcp-nanobanana-pro ⚡ Claim 1
MCP server for NanoBanana AI image generation and editing
F 25 6⁄6 ◉ ⏳ 84 0 0 66 80 96
16683
kukapay
pumpfun-wallets-mcp ⚡ Claim 1 2
An MCP server that analyzes wallets’ trading activity and profitability on Pump…
F 25 5⁄5 ◉ ⏳ 49 30 — 38 80 100
16684
sionic-ai
Storm MCP Server ⚡ Claim 1 3
An open protocol server that implements Anthropic's Model Context Protocol to e…
F 25 5⁄5 ◉ ⏳ 72 67 — 22 76 53
16685
ShayYeffet
MCP Workspace Server ⚡ Claim 1 4
Provides secure, sandboxed file system access for AI assistants to read, write,…
F 25 5⁄5 ◉ ⏳ 100 82 N/A 71 82 46
16686
den-tanui
Kitty MCP Server ⚡ Claim 1 2
A production-grade server for programmatically controlling kitty terminal insta…
F 25 5⁄4 ◉ ⏳ 86 40 N/A 51 90 92
16687
snyk
agent-scan ⚡ Claim 2 3
Security scanner for AI agents, MCP servers and agent skills.
F 25 5⁄4 ◉ ⏳ 90 36 N/A 81 80 95
16688
hablapro
Connects Google Search Console with Claude AI to analyze SEO data through natur…
F 25 5⁄5 ◉ ⏳ 100 73 — 33 82 98
16689
Akrasia0
An MCP server that provides access to Stern, a philosophical AI mentor combinin…
F 25 5⁄5 ◉ ⏳ 57 63 — 20 76 83
16690
xiaobenyang-com
Text-Transformer ⚡ Claim 2
MCP servers that provide multiple text conversion functions, including case con…
F 25 6⁄6 ◉ ⏳ 72 67 0 50 71 28
16691
Pedropfuenmayor
A proof of concept implementation of Model Context Protocol server running on C…
F 25 5⁄5 ◉ ⏳ 54 62 — 26 71 76
16692
jlwainwright
Connects Garmin Connect data to MCP-compatible clients, providing access to fit…
F 25 5⁄5 ◉ ⏳ 72 41 — 40 76 91
16693
zenmindyj
WeChat Article Parser ⚡ Claim 2
Parses WeChat public account articles to extract metadata, content, and generat…
F 25 5⁄5 ◉ ⏳ 54 41 — 19 76 74
16694
HeshamFS
mcp-tool-factory ⚡ Claim 1 2
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
F 25 5⁄4 ◉ ⏳ 100 33 N/A 75 68 91
16695
Dicklesworthstone
ultimate_mcp_client ⚡ Claim 2
Async Python client for the Model Context Protocol with interactive CLI and rea…
F 25 5⁄4 ◉ ⏳ 100 71 N/A 41 84 88
16696
AEGISnetInc
TS-MCP Claim 1 2
An MCP server for conversational FHIR testing that integrates with the Touchsto…
F 25 5⁄5 ◉ ⏳ 75 71 — 40 82 100
16697
caboose-mcp
Caboose MCP Claim 1 2
A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—…
F 25 6⁄6 ◉ ⏳ 96 96 95 69 70 92
16698
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 5⁄5 ◉ ⏳ 57 58 — 44 80 94
16699
namph-kozocom
Integrates GitHub repository management and local file system access to enable …
F 25 5⁄5 ◉ ⏳ 72 100 — 29 80 41
16700
piplabs
Story SDK MCP Server ⚡ Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 5⁄5 ◉ ⏳ 90 41 — 49 77 93
Showing 16651–16700 of 69182 servers
« Prev 1 … 332 333 334 335 336 … 1384 Next »