MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
901
cagataycali
Strands MCP Server Claim 2
Bidirectional MCP integration that allows Strands agents to both expose themsel…
B 81 55 96 91 47 81 74
902
get-dx
DX MCP Server Claim
Enables AI applications to write and execute natural language queries on organi…
B 81 64 84 66 90 49 95 92
903
LeomaiaJr
Enables users to search and fetch Google's Gemini API documentation directly wi…
B 81 55 82 100 32 82 95
904
ianen
Enables AI agents to read, browse, and create DingTalk Wiki content, including …
B 81 55 90 68 72 81 90
905
AKarenin
Secret MCP Claim
Enables AI assistants to write .env files with secrets stored locally, allowing…
B 81 54 100 57 N/A 43 92 100
906
AbdelStark
nostr-mcp Claim 2
A Nostr MCP server that allows to interact with Nostr, enabling posting notes, …
B 81 55 96 73 44 80 100
907
molanojustin
smithsonian-mcp Claim
MCP server that provides AI assistants with access to the Smithsonian Instituti…
B 81 55 94 67 65 82 93
908
j0hanz
Filesystem MCP Claim 1
MCP Server that enables LLMs to interact with the local filesystem.
B 81 55 70 100 N/A 39 95 93
909
base76-research-lab
token-compressor Claim
Compress prompts 40-60% using local LLM + embedding validation. Preserves all c…
B 81 55 78 91 N/A 51 95 80
910
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 55 84 72 61 82 100
911
Ansvar-Systems
maltese-law-mcp Claim
Maltese legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
912
Azure
TypeScript MCP server for AI-powered containerization workflows with Docker and…
B 81 54 78 58 N/A 93 92 90
913
neelsomani
web2mcp Claim
Generate an MCP for any web app
B 81 54 96 63 N/A 43 95 95
914
mkXultra
Enables AI agents to communicate with each other through Slack-like room-based …
B 81 54 78 66 N/A 75 92 95
915
gensecaihq
Enables intelligent analysis of SonicWall firewall logs through natural languag…
B 81 55 96 77 51 81 89
916
elijah-g
Woolworths MCP Server Claim 1
Enables interaction with Woolworths Australia's online shopping platform throug…
B 81 55 78 100 N/A 44 95 75
917
dj-pearson
Enables comprehensive management of self-hosted Supabase instances on Coolify, …
B 81 55 86 71 72 77 98
918
KallivdH
Provides real-time Dutch railway (NS) travel information including train schedu…
B 81 55 100 70 50 82 94
919
cj-vana
claude-swarm Claim 3
Orchestrates parallel Claude Code worker swarms with protocol-based behavioral …
B 81 55 73 100 N/A 78 95 54
920
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 55 74 100 N/A 46 95 78
921
jacopoc
A proof of concept MCP server for Apache OFBiz
B 81 54 78 68 N/A 67 95 97
922
synaptiai
A standardized framework for enhancing how LLMs process and respond to prompts …
B 81 55 96 55 N/A 84 76 97
923
lostintangent
GistPad-MCP Claim
Use GitHub Gists to manage and access your personal knowledge, daily notes, and…
B 81 54 78 72 N/A 67 92 95
924
bajoski34
mcp-flutterwave Claim
MCP Server to interact with Flutterwave APIs.
B 81 54 80 71 N/A 77 81 98
925
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
926
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
927
VeriTeknik
Teaching LLMs that Math.random() is so last century
B 81 55 92 72 50 82 100
928
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
929
nickvasilescu
Orgo MCP Server Claim 1
Enables AI agents to control virtual computers through Orgo, supporting compute…
B 81 66 96 56 100 46 81 94
930
jellewas
EU Audit Trail Claim 1
Tamper-evident audit trail MCP server for EU AI Act & GDPR compliance.
B 81 55 66 82 N/A 75 90 93
931
dbwls99706
deadends.dev Claim
Structured failure knowledge for AI agents — dead ends, workarounds, error chai…
B 81 54 96 58 N/A 48 92 100
932
ikoskela
precision-desktop Claim
Fixes DPI coordinate scaling for Windows desktop automation MCP servers.
B 81 54 90 68 N/A 47 95 94
933
Ansvar-Systems
greek-law-mcp Claim
Greek legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
934
Ansvar-Systems
zimbabwe-law-mcp Claim
Zimbabwe legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 44 95 93
935
ashah360
doordash-mcp Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
B 81 44 84 N/A N/A 32 95 99
936
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 66 78 79 100 41 81 94
937
biocontext-ai
skill-to-mcp Claim
Convert AI Skills (Claude Skills format) to MCP server resources - Part of BioC…
B 81 55 72 82 N/A 72 81 97
938
skyforge-labs
Connects AI assistants to SkySpark and Haxall building automation systems by dy…
B 81 55 86 71 62 81 100
939
alekspetrov
A Model Context Protocol implementation that enables AI assistants to interact …
B 81 54 88 58 N/A 72 89 99
940
AgiMaulana
HuaweiAppGalleryMcp Claim 1
Huawei AppGallery Connect MCP: upload APK/AAB, update metadata, submit and mana…
B 81 44 78 N/A N/A 68 83 93
941
mochammadshenna
Enables AI assistants to greet users in 7 different languages including English…
B 81 55 96 57 65 83 100
942
luvl
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
B 81 55 94 71 50 81 99
943
hqtrung
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
B 81 55 88 82 44 81 100
944
ofershap
mcp-server-s3 Claim
AWS S3 operations — list buckets, browse objects, upload/download files, and ge…
B 81 55 66 100 55 95 83
945
angiejones
MCP Selenium Claim
Enables browser automation using the Selenium WebDriver through MCP, supporting…
B 81 54 80 61 N/A 81 88 100
946
agileandy
A security-focused Model Context Protocol server that enables controlled local …
B 81 54 96 61 N/A 55 90 93
947
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
948
nesquikm
mcp-rubber-duck Claim 1
An MCP server that bridges to multiple OpenAI-compatible LLMs - your AI rubber …
B 81 54 100 57 90 68 92
949
brentmid
Evernote MCP server - allows LLMs that support MCP (like Claude Desktop) to que…
B 81 55 100 68 N/A 54 81 94 TH
950
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 54 94 55 N/A 73 90 89
Showing 901–950 of 67181 servers
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