MCP Server Quality Scores

Independent quality analysis of 44165 public MCP servers

44165
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
701
tuananh
hyper-mcp Claim
📦️ A fast, secure MCP server that extends its capabilities through WebAssembly …
B 82 54 96 53 N/A 58 95 100
702
tecnomanu
Provides real-time access to the Nerdearla conference agenda, enabling users to…
B 82 55 84 100 34 81 98
703
angrysky56
An MCP server that enhances sequential thinking with meta-cognitive capabilitie…
B 82 55 79 100 46 81 94
704
teabagkim
interview-mode Claim
Structured interviewer for Claude Code — probing questions, decision tracking, …
B 82 55 60 100 N/A 57 95 97
705
ukkit
memcord Claim 1
A MCP server that keeps your chat history organized and searchable—with AI-powe…
B 82 54 85 68 N/A 75 90 91
706
nguyenvanduocit
jira-mcp Claim
A Go-based MCP connector for Jira that enables AI assistants like Claude to int…
B 82 55 88 68 78 81 97
707
sitbon
magg Claim
Magg: A meta-MCP server that acts as a universal hub, allowing LLMs to autonomo…
B 82 55 92 68 76 76 97
708
crawlbase
crawlbase-mcp Claim
Crawlbase MCP Server connects AI agents and LLMs with real-time web data. It po…
B 82 54 100 70 N/A 35 95 97
709
smallmindsco
MongTap Claim 1
Enables LLMs to create, query, and manage MongoDB-compatible databases using na…
B 82 55 96 91 N/A 33 95 75
710
dan1d
mercadolibre-mcp Claim
MercadoLibre marketplace integration for AI agents. Search products, get item d…
B 82 55 76 100 69 81 82
711
paolodalprato
An enhanced MCP server that enables users to interact with NotebookLM while ens…
B 82 55 90 75 N/A 58 95 83
712
Nam0101
android-mcp-toolkit Claim 1
A growing collection of MCP tools for Android Development. Currently features a…
B 82 55 82 100 N/A 54 95 67
713
Vortiago
Outline MCP Server Claim 1
Connect AI assistants to Outline for document search, reading, and management
B 82 55 72 82 N/A 85 83 94
714
kuhumcst
dannet Claim 1
DanNet - Danish WordNet with rich lexical relationships and SPARQL access.
B 82 66 92 70 85 71 82 90
715
Lykhoyda
ask-gemini Claim
Bridge Claude with Gemini CLI for AI-to-AI collaboration, code review, and seco…
B 82 54 84 61 N/A 83 92 92
716
Mnehmos
OODA Computer Control Claim 1
Provides comprehensive computer control capabilities including shell commands, …
B 82 55 90 82 N/A 79 95 57
717
pixellab-code
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
B 82 64 78 100 84 31 95 90
718
sheikhcoders
Implements cognitive science-backed interleaved learning techniques to create s…
B 82 66 90 88 94 27 82 92
719
Ansvar-Systems
Liechtenstein legislation via MCP — full-text search across statutes and provis…
B 82 54 71 93 N/A 51 95 92
720
nexbid-dev
discovery Claim
Search and discover advertiser products through an open marketplace for AI agen…
B 82 66 84 86 92 39 84 94
721 B 82 54 82 73 N/A 61 92 100
722
hendrickcastro
MCPQL Claim
A comprehensive Model Context Protocol server for SQL Server database operation…
B 82 55 96 66 64 80 100
723
thecombatwombat
replicant-mcp Claim 1
Android MCP server for AI-assisted Android development. Build APKs, launch emul…
B 82 54 85 65 N/A 85 90 87
724
cap-js
mcp-server Claim
Model Context Protocol (MCP) server for AI-assisted development of CAP applicat…
B 82 54 84 58 N/A 91 91 92
725
Ansvar-Systems
zambian-law-mcp Claim 1
Zambia legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 93 51 80 94
726
TocharianOU
Kibana Claim 1
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack in…
B 82 55 88 82 N/A 83 74 85
727
uarlouski
SSH MCP Server Claim
Enables AI assistants to securely execute commands, transfer files, and manage …
B 82 54 78 70 N/A 81 90 96
728
AlaeddineMessadi
opencode-mcp Claim 3
MCP server for OpenCode AI — 70 tools, 10 resources, 5 prompts. Use npx opencod…
B 82 55 57 100 N/A 64 95 92
729
snowbikemike
TaScan Claim 1
Universal task protocol — manage projects, tasks, workers, QR codes, and report…
B 82 66 96 86 87 55 67 91
730
cmwen
Enables LLMs to manage file-based knowledge bases with dual storage (Markdown +…
B 82 54 80 62 N/A 78 95 99
731
virgilvox
vue-harvest Claim
Extract reusable component libraries and design tokens from Vue applications
B 82 44 81 N/A N/A 50 95 93
732
lsendel
spec-kit-mcp Claim
MCP server enabling AI assistants to use GitHub's spec-kit methodology
B 82 54 96 58 N/A 69 92 90
733
EncrEor
rlm-claude Claim 1
Recursive Language Models for Claude Code - Infinite memory solution inspired b…
B 82 55 72 82 N/A 73 94 91
734
Duds
Provides comprehensive accessibility auditing tools for websites using axe-core…
B 82 55 94 100 N/A 27 90 81
735
Ansvar-Systems
us-regulations-mcp Claim 1
US compliance: HIPAA, CCPA, SOX, GLBA, FERPA, COPPA, FDA, EPA, FFIEC, NYDFS + 4…
B 82 54 71 92 N/A 51 95 93
736
laurigates
FoundryVTT MCP Server Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 55 85 67 83 81 94
737
ofershap
GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage …
B 82 55 72 100 55 95 82
738
scanadi
MCP AI Memory Claim
Enables AI agents to store, retrieve, and manage contextual knowledge across se…
B 82 55 100 60 75 81 90
739
yut0takagi
mcp-director Claim
A management tool for Claude Code that optimizes performance by recommending an…
B 82 44 76 N/A N/A 55 95 96
740
chongzixuan-ai
Captures high-quality screenshots and screencasts of web pages, automatically t…
B 82 55 96 82 N/A 50 95 73
741
BlockRunAI
blockrun-mcp Claim 2
Live data for AI agents: search, research, markets, crypto, X/Twitter. Pay per …
B 82 55 88 82 N/A 52 95 85
742
Ansvar-Systems
french-law-mcp Claim 1
French legislation via MCP — full-text search across statutes and provisions
B 82 54 71 93 N/A 57 95 89
743
yalcin
freqtrade-mcp Claim
A read-only MCP server that provides LLMs with introspection data and documenta…
B 82 54 88 62 N/A 59 95 99
744
urjitbhatia
tpm-mcp Claim
An AI-powered Technical Project Manager that enables Claude to track projects, …
B 82 55 94 91 N/A 29 95 82
745
jgardner04
Ghost MCP Server Claim 2
An implementation of the Model Context Protocol Server that allows AI clients l…
B 82 55 92 82 83 76 73
746
FlowLLM-AI
Finance MCP Claim 2
Enables financial research and analysis through AI agents that combine web sear…
B 82 55 88 100 69 81 65
747
simen
Enables autonomous debugging of Commodore 64 programs through the VICE emulator…
B 82 55 78 100 N/A 35 95 91
748 B 82 54 88 73 N/A 60 90 95
749
carson-see
Privacy-first document verification anchored to the public ledger.
B 82 44 80 N/A N/A 49 95 98
750
Docat0209
graphql Claim
Turn any GraphQL API into MCP tools. Zero config, zero code.
B 82 55 90 68 N/A 71 80 97
Showing 701–750 of 44165 servers
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