MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29750
Scored
2112
Verified
16952
Complete

Last updated 2 hours, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
15701
raccoonaihq
Raccoon AI MCP Server Claim 1 3
A Model Context Protocol server that enables web browsing, data extraction, and…
F 30 55 45 57 20 76 90
15702
lenwood
cfbd-mcp-server Claim 1 2
An MCP server enabling CFBD API queries within Claude Desktop.
F 30 55 81 71 N/A 44 78 91
15703
ocean1
An MCP server that enables direct communication between two Claude instances, a…
F 30 55 79 72 44 76 81
15704
ysh-fe
Enables automated content generation and scheduling for Instagram and Pinterest…
F 30 55 90 72 35 80 93
15705
cheesecrust
Confluence MCP Server Claim 1
Enables page search and retrieval from Confluence using the Model Context Proto…
F 30 55 48 71 32 80 82
15706
danielfleischer
mu-mcp Claim 1 2
An MCP server that enables querying, viewing, and interacting with local emails…
F 30 54 45 22 N/A 54 80 87
15707
MarkusPfundstein
mcp-obsidian Claim 1
Interacting with Obsidian via REST API
F 30 55 90 67 50 80 98
15708
JayLi52
nacos-mcp-router Claim 1
F 30 54 84 38 N/A 39 87 71
15709
xinzhongyouhai
Guides problem-solving by breaking down complex problems into steps and recomme…
F 30 55 96 100 59 80 71
15710
ariunbolor
NSAF MCP Server Claim 1 2
A Model Context Protocol server that allows AI assistants to interact with the …
F 30 55 75 57 26 76 91
15711
arjshiv
A Model Context Protocol server that enables AI clients to interact with BlazeS…
F 30 55 39 71 37 76 83
15712
ruixingshi
Provides reasoning content to MCP-enabled AI clients by interfacing with Deepse…
F 30 55 94 60 29 76 88
15713
aklianeva
Exposes an internal engineering knowledge base to AI assistants, allowing users…
F 30 55 60 70 35 82 96
15714
identimoji
Maintains consistent LLM interaction styles across conversations by storing emo…
F 30 55 96 71 47 77 96
15715
jmanhype
MCP Flux Studio Claim 1 2
A server that integrates Flux's advanced image generation and manipulation feat…
F 30 55 96 72 52 78 98
15716
brownrl
ECL MCP Server Claim 1
Provides comprehensive access to the Europa Component Library (ECL) design syst…
F 30 54 78 58 N/A 34 89 100
15717
aprem01
Enables AI clients to query Dakota Marketplace data by integrating directly wit…
F 30 54 78 66 N/A 35 88 100
15718
Vrivaans
HandsAI Bridge Claim 1
A Node.js MCP server that acts as a communication bridge for the HandsAI Java a…
F 30 54 86 42 N/A 27 88 75
15719
meltingpixelsai
zero-core-tools Claim 1
Web scraping, code review, content gen, sentiment. Zero Core Tools.
F 30 54 54 73 40 74 99
15720
shifusen329
doc-lib-mcp Claim 1 2
A Model Context Protocol server for ingesting, chunking and semantically search…
F 30 55 63 58 31 76 92
15721
barlanyado
mcp-server-test Claim 1
F 30 54 48 17 N/A 25 84 100
15722
hongaah
Swiftcode MCP Server Claim 1 3
A Model Context Protocol server that automates code generation for web developm…
F 30 55 71 100 48 80 28
15723
delt4d
Enables AI models to search and read technical discussions, customizations, and…
F 30 54 60 38 N/A 30 84 90
15724
upJiang
Claude Stats MCP Claim 1 2
Provides statistical analysis and usage tracking for Claude Code, enabling user…
F 30 55 78 62 34 81 72
15725
iamsamuelfraga
Pipedrive MCP Server Claim 1 2
Provides comprehensive access to Pipedrive CRM with 100+ tools for managing dea…
F 30 55 90 71 81 82 93
15726
ludoplex
ed-mcp Claim 1 2
An ed(1)-inspired MCP server that provides a single-character command protocol …
F 30 54 78 55 N/A 24 90 79
15727
stobo-app
AI-powered SEO and AEO audit for websites
F 30 54 72 43 N/A 65 83 98
15728
kukapay
uniswap-trader-mcp Claim 1 2
An MCP server that delivers real-time token prices from Uniswap V3 across multi…
F 30 55 57 60 49 71 88
15729
ssuyjk-del
A boilerplate project for quickly developing Model Context Protocol (MCP) serve…
F 30 64 60 61 0 31 90 100
15730
AdamGustavsson
Claimify Claim 1
Extracts verifiable, decontextualized factual claims from text using a research…
F 30 55 92 57 40 76 91
15731
Jaggerxtrm
Rovodev MCP Tool Claim 1 4
Integrates the Atlassian Rovo Dev CLI with the Model Context Protocol, allowing…
F 30 55 72 100 N/A 21 89 53
15732
diaz3618
ccg-mcp-tool Claim 1
This is a powerful Model Context Protocol (MCP) server that integrates multiple…
F 30 54 90 62 81 90 89
15733
wehnsdaefflae
A comprehensive Model Context Protocol server that enables Claude Code to perfo…
F 30 54 78 68 N/A 69 90 99
15734
mparth14
Document MCP Server Claim 1
Provides tools and resources for managing in-memory documents, allowing users t…
F 30 54 68 50 N/A 30 82 96
15735
OrenGrinker
Provides dad jokes in multiple styles and topics through prompts and tools, inc…
F 30 55 72 53 23 80 100
15736
kailashAppDev
GraphQL MCP Toolkit Claim 1 2
A Model Context Protocol server that enables LLMs to interact with GraphQL APIs…
F 30 55 45 61 31 80 90
15737
thejoefriel
Gmail Assistant MCP Claim 1 2
Integrates Gmail with Claude to fetch unread emails and generate draft replies …
F 30 55 90 61 22 77 93
15738
aashari
Atlassian Jira Cloud integration. Enables AI systems to interact with Jira proj…
F 30 55 100 71 68 80 84
15739
Gurgeron
Connects Claude to Google Docs, allowing users to list, read, create, update, s…
F 30 54 60 72 N/A 26 87 83
15740
lilgreml1n
Vanna AI MCP Server Claim 1 2
An MCP server that allows AI assistants to query databases using natural langua…
F 30 55 75 53 35 76 92
15741
honeyvig
AI Vision MCP Server Claim 1 2
Enables AI-powered image and video analysis using Google Gemini and Vertex AI m…
F 30 55 84 61 48 80 91
15742
XGenerationLab
xiyan_mcp_server Claim 1 3
An MCP server that supports fetching data from a database using natural languag…
F 30 66 63 37 0 70 76 94
15743
Souzix76
Test, score, and inspect n8n workflows via MCP. Config-driven test suites with …
F 30 55 90 50 N/A 72 76 90
15744
lsd-so
LSD MCP Server Claim 1
The server connects the Claude AI to the internet through the capabilites of th…
F 30 55 56 20 29 69 87
15745
kimtaeyoon83
Fetch YouTube subtitles and transcripts for AI analysis
F 30 55 90 65 60 82 94
15746
raw391
Enables secure interactions with cryptocurrency daemon RPC interfaces through A…
F 30 55 72 58 30 76 90
15747
VenkatGGG
ThinMCP Claim 1
A local MCP gateway that compresses multiple upstream servers into two tools, s…
F 30 54 66 71 N/A 37 87 67
15748
fkom13
Enables AI agents and automation scripts to securely interact with self-hosted …
F 30 55 72 63 31 69 86
15749
agentic-mcp-tools
memora Claim 1 2
Persistent memory with knowledge graph visualization, semantic/hybrid search, c…
F 30 55 78 41 69 76 100
15750
RbBtSn0w
Model Context Protocol server for awesome-copilot agents and collections
F 30 54 100 46 N/A 85 90 93
Showing 15701–15750 of 50515 servers
« Prev 1 313 314 315 316 317 1011 Next »