MCP Server Quality Scores

Independent quality analysis of 59993 public MCP servers

59993
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1251
vujasinovic
An MCP server that enables AI assistants to navigate, search, and analyze local…
B 80 54 75 68 N/A 71 95 90
1252
houtini-ai
fanout Claim
Multi-URL comparative content analysis with topical gap detection
B 80 55 90 100 N/A 59 87 52
1253
vanderheijden86
A Model Context Protocol server that connects AI assistants like Claude to Mone…
B 80 54 92 68 59 88 87
1254
vinbg
Connects Claude AI to Interactive Brokers accounts to enable real-time portfoli…
B 80 64 96 63 95 25 95 91
1255
Justice219
roblox-studio-mcp Claim 1
Connect AI assistants to Roblox Studio — manipulate the DataModel with 14 tools
B 80 55 82 100 N/A 32 95 75
1256
wagnerlabs
A read-only Model Context Protocol server that enables LLMs to search, list, an…
B 80 54 82 72 53 92 96
1257
bright8192
A VMware ESXi/vCenter management server based on MCP (Model Control Protocol), …
B 80 55 100 70 37 80 99
1258
vasylenko
bear-notes-mcp Claim 1
MCP Server for Bear note taking app available as Claude Desktop extension or st…
B 80 44 60 N/A N/A 73 95 97
1259
tiluckdave
Hound MCP Claim
The dependency bloodhound for AI coding agents. Hound is a free, open-source M…
B 80 54 72 58 83 92 100
1260
just-every
Fast screenshot capture tool optimized for Claude Vision API. Automatically til…
B 80 54 96 62 N/A 60 87 91
1261
aflekkas
reddit-mcp-server Claim
reddit-mcp-server
B 80 54 96 60 N/A 42 95 96
1262
aashari
Atlassian Confluence Cloud integration. Enables AI systems to interact with Con…
B 80 55 94 70 65 80 84
1263
mark-hingston
Treehouse Worktree Claim 1
A git worktree manager that enables AI agents to work on different branches sim…
B 80 54 94 50 N/A 55 94 100
1264
cedricvidal
Memorious MCP Claim
Provides AI assistants with long-term semantic memory capabilities through loca…
B 80 55 76 82 N/A 50 95 89
1265
delega-dev
delega-mcp Claim
Task management API built for AI agents. Create, delegate, and track tasks with…
B 80 54 76 72 83 81 94
1266
Quinncuatro
Jane Claim
Jane is an MCP server that transforms team documentation and project specificat…
B 80 54 94 73 N/A 23 95 98
1267
josharsh
mcp-jest Claim 1
Automated testing for Model Context Protocol servers. Ship MCP Servers with con…
B 80 54 90 61 N/A 72 87 86
1268
Nomadu27
Runtime AI-to-AI security monitor. 23 anomaly types, OWASP MCP Top 10 coverage.
B 80 54 90 63 N/A 67 83 96
1269
shelfio
Datadog MCP Server Claim
Enables comprehensive Datadog monitoring capabilities including CI/CD pipeline …
B 80 55 100 60 60 82 93
1270
xynehq
jaf-py Claim
Functional Python agent framework with MCP support, enterprise security, immuta…
B 80 54 90 40 N/A 78 95 100
1271
eznix86
MCP Gateway Claim
Aggregates multiple Model Context Protocol servers into a single gateway to pro…
B 80 55 92 60 76 80 92
1272
aquasecurity
Trivy Claim
Trivy
B 80 55 86 66 76 81 92
1273
samwang0723
An AI-powered server that helps users discover and book restaurants based on lo…
B 80 55 80 70 77 80 92
1274
aplaceforallmystuff
mcp-pihole Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 54 90 65 N/A 58 83 99
1275
ervwalter
MCP-Kanka Claim
Enables AI assistants to interact with Kanka campaigns through CRUD operations …
B 80 55 92 58 69 83 94
1276
mintlineai
mintline-mcp Claim
Connect AI assistants to your Mintline receipts, transactions, and spending ana…
B 80 54 84 67 N/A 53 95 94
1277
Skeyelab
Directus MCP Server Claim 1
Enables comprehensive management of Directus instances through tools for schema…
B 80 55 84 71 65 83 94
1278
anggasct
MCP-Insomnia Claim
Enables AI agents to create, manage, and execute API collections, requests, and…
B 80 55 96 51 77 76 99
1279
peureka
agentlookup-mcp Claim
Search, discover, and register AI agents in the public registry at agentlookup.…
B 80 44 72 N/A N/A 50 95 96
1280
GethosTheWalrus
Temporal MCP Server Claim 1
Enables AI assistants to manage Temporal workflows, schedules, and workflow exe…
B 80 55 72 91 79 85 75
1281
jdez427
NTP MCP Server Claim
Provides accurate time information from Network Time Protocol (NTP) servers wit…
B 80 55 84 87 57 81 86
1282
johannhartmann
An intelligent server that provides semantic code search, domain-driven analysi…
B 80 54 84 58 N/A 60 95 100
1283
ajtgjmdjp
estat-mcp Claim 1
MCP server for Japan's e-Stat (Government Statistics Portal). Search statistica…
B 80 54 69 75 N/A 73 94 89
1284
cristianoaredes
MCP Mobile Server Claim 1
Transforms AI assistants into mobile development powerhouses with 36 tools for …
B 80 55 71 82 N/A 48 95 100
1285
aiindigo925
BTCFi API Claim
Bitcoin data for AI agents. 27 tools with x402 micropayments. No API keys neede…
B 80 66 100 66 95 45 63 97
1286
arabold
docs-mcp-server Claim
Grounded Docs MCP Server: Open-Source Alternative to Context7, Nia, and Ref.Too…
B 80 54 84 43 N/A 91 94 94
1287
jonigl
ollama-mcp-bridge Claim
Extend the Ollama API with dynamic AI tool integration from multiple MCP (Model…
B 80 54 96 35 N/A 84 92 98
1288
Angry-Robot-Deals
Sys8 MCP Server Claim
Provides deterministic system information and developer utilities including dat…
B 80 55 78 100 50 81 80
1289
tushar-badhwar
NLSQL MCP Server Claim
A Node.js package that provides a Model Context Protocol server for converting …
B 80 54 92 62 N/A 46 95 94
1290
go-ports
Local-first memory for coding agents; stores decisions, bugs, and context acros…
B 80 54 76 63 N/A 74 95 91
1291
domdomegg
Airtable database integration with schema inspection, read and write capabiliti…
B 80 54 78 63 N/A 78 87 97
1292
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1293
rog0x
git Claim
Git log, diff, blame, branch stats for AI agents
B 80 44 72 N/A N/A 55 95 93
1294
CyberhavenInc
Enables secure filesystem access with privacy controls using .mcpignore files t…
B 80 54 78 60 N/A 67 95 100
1295
SpicyRiceCakes
Nelly the Elephant Claim
Search and resume past Claude Code conversations. An elephant never forgets.
B 80 44 70 N/A N/A 57 95 96
1296
sammcj
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
B 80 55 90 70 61 82 94
1297
launch-it-labs
log-reducer Claim
Reduces log files for AI consumption — 50-90% token reduction via 18 determinis…
B 80 54 90 68 N/A 58 90 90
1298
shensi8312
blogburst-mcp-server Claim 1
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
B 80 54 90 67 47 95 91
1299
kenforthewin
Docker MCP Server Claim
Enables secure execution of shell commands and file operations within isolated …
B 80 55 90 71 52 81 98
1300
visaacceptance
The Visa Acceptance Model Context Protocol server allows you to integrate with …
B 80 55 96 70 46 81 95
Showing 1251–1300 of 59993 servers
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