MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32311
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1001
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
1002
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
1003
Azure
TypeScript MCP server for AI-powered containerization workflows with Docker and…
B 81 54 78 58 N/A 93 92 90
1004
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
1005
Ansvar-Systems
kenya-law-mcp Claim
Kenya legislation via MCP — full-text search across statutes and provisions
B 81 54 75 93 N/A 37 95 92
1006
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
1007
sandst1
remind Claim
A memory layer for AI Agents
B 81 44 68 N/A N/A 66 95 96
1008
molanojustin
smithsonian-mcp Claim
MCP server that provides AI assistants with access to the Smithsonian Instituti…
B 81 55 94 67 65 82 93
1009
fasuizu-br
Pronunciation scoring, speech-to-text, and text-to-speech for AI agents.
B 81 66 96 100 55 45 82 97
1010
OffleashXYZ
Enables AI assistants to access and search Google Contacts through per-user OAu…
B 81 55 100 72 42 81 96
1011
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
1012
luvl
Enables AI assistants to securely interact with Salesforce CRM data through SOQ…
B 81 55 94 71 50 81 99
1013
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
1014
onlyflowstech
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB grap…
B 81 54 90 72 57 90 91
1015
tolenonetwork
Enables users to control their Toleno mining account directly from Claude AI us…
B 81 55 90 87 30 83 100
1016
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
1017
ai-4-devops
devops-practices Claim
Productivity framework for DevOps engineers using AI assistance (Claude Code) w…
B 81 54 96 53 N/A 64 87 100
1018
a-25
iOS code quality analysis and test automation server. Provides comprehensive Xc…
B 81 54 96 58 N/A 64 95 86
1019
ArchimedesCrypto
Provides efficient handling of large Excel files through automatic chunking and…
B 81 55 90 100 N/A 56 95 53
1020
1999AZZAR
chaining-mcp-server Claim 1
A unified MCP server for enterprise tool chaining, route optimization, sequenti…
B 81 54 100 58 N/A 50 95 90
1021
graphistry
Graphistry MCP Claim 1
GPU-accelerated graph visualization and analytics server for Large Language Mod…
B 81 55 90 82 56 81 90
1022
SylphxAI
A TypeScript-based MCP server that implements a simple notes system, allowing u…
B 81 55 84 67 78 80 98
1023
syucream
Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to i…
B 81 55 84 72 70 78 100
1024
bajoski34
mcp-flutterwave Claim
MCP Server to interact with Flutterwave APIs.
B 81 54 80 71 N/A 77 81 98
1025
polaroteam
moltdj Claim
AI music and podcast platform for autonomous agents. SoundCloud for AI bots.
B 81 66 96 66 99 39 81 91
1026
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
1027
dockergiant
RollDev MCP Server Claim 2
An MCP server for RollDev and Magento 2 development environments that enables L…
B 81 55 77 100 N/A 68 95 58
1028
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
1029
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
1030
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
1031
pixell-global
sayou Claim
Persistent knowledge workspace for AI agents. Versioned files, search, and MCP …
B 81 55 62 82 N/A 80 95 88
1032
SebastianBO
Stock prices, financials, insider trades, institutional holdings for 141K+ comp…
B 81 54 96 63 N/A 57 83 99
1033
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 66 78 79 100 41 81 94
1034
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
1035
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
1036
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
1037
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 55 100 68 57 78 95
1038
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
1039
Saml1211
A specialized Model Context Protocol server that enables AI systems to generate…
B 81 55 84 72 61 82 100
1040
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 55 74 100 N/A 46 95 78
1041
alekspetrov
A Model Context Protocol implementation that enables AI assistants to interact …
B 81 54 88 58 N/A 72 89 99
1042
Ansvar-Systems
slovak-law-mcp Claim
Slovak legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 49 95 91
1043
CogitatorTech
omni-nli Claim 1
An MCP server for natural language inference
B 81 54 75 72 N/A 75 90 95
1044
mixelpixx
An MCP (Model Context Protocol) server that provides Google search capabilities…
B 81 55 100 75 48 78 91
1045
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
1046
freema
mcp-jira-stdio Claim 2
MCP server for Jira integration with stdio transport. Enables reading, writing,…
B 81 55 73 83 76 81 95
1047
Promptly-Technologies-LLC
A TypeScript Model Context Protocol (MCP) server to allow LLMs to programmatica…
B 81 55 96 100 N/A 48 92 52
1048
eric-tramel
zoty Claim
A lightweight MCP server that connects AI agents to a local Zotero library for …
B 81 55 68 82 N/A 65 95 95
1049
Hovsteder
TRON Energy marketplace + DEX swap aggregator for AI agents. 27 MCP tools.
B 81 66 90 92 90 23 81 89
1050
KeithHanson
Clockify MCP Server Claim 1
Enables AI assistants to interact with the Clockify API for managing time entri…
B 81 55 96 91 47 80 76
Showing 1001–1050 of 67181 servers
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