MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20351
astra-bright
MCP X++ Server Claim 1
An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the …
B 75 33 81 N/A N/A 37 95
20352
ro-ro-b
DUAL MCP Server Claim
Enables AI agents to interact directly with the DUAL Web3 Operating System for …
B 75 44 96 75 35 80
20353
corbym
backlog-mcp Claim
MCP server that gives AI agents structured read/write access to a story-based p…
B 75 33 60 N/A N/A 72 95
20354
aimoda
Control and query Rigol DHO824 oscilloscope for waveform capture and measuremen…
B 75 43 88 57 N/A 49 95
20355
kruschdev
A persistent, PostgreSQL-backed repository management system and semantic memor…
B 75 33 84 N/A N/A 35 95
20356
rogertheunissenmerge-oss
mcp-server Claim
Wine pairing intelligence for AI assistants. 7 MCP tools for sommelier-grade wi…
B 75 33 72 71 83
20357
royshil
OBS MCP Server Claim 1
A server that provides tools to control OBS Studio remotely via the OBS WebSock…
B 75 43 80 72 N/A 50 92
20358
benswel
qr-agent-core Claim
Dynamic QR code service for AI agents. Create, update, track, and retarget QR c…
B 75 43 96 72 38 81
20359
jevy
A server that integrates with Claude Desktop to enable real-time web research c…
B 75 43 100 46 N/A 43 95
20360
jasoncbraatz
fintable-mcp Claim
An unofficial MCP server for fintable.io that enables AI assistants to manage f…
B 75 33 76 N/A N/A 47 95
20361
JoeCastrom
A powerful MCP testing tool with multi-provider LLM support (Ollama, OpenAI, Cl…
B 75 43 96 38 N/A 63 95
20362
firehydrant
Enables interaction with FireHydrant's incident management API through the Mode…
B 75 44 74 68 79 82
20363
procoders
Automatically converts any OpenAPI specification or Postman Collection into an …
B 75 44 96 58 56 81
20364
EthanAckerman-git
preflight-ios-mcp Claim
57 tools for AI-powered iOS Simulator automation — tap, swipe, type, screenshot…
B 75 33 72 N/A N/A 55 95
20365
gdamalis
A comprehensive MCP server for managing WordPress sites through the REST API, f…
B 75 43 88 71 N/A 40 89
20366
lanchuske
local-mcp Claim
Native macOS MCP server — 82 tools for Mail, Calendar, Teams, OneDrive and more.
B 75 33 70 55 95
20367
sdeiley
monarch-mcp Claim
Provides an MCP server for querying and managing Monarch Money personal finance…
B 75 33 72 N/A N/A 53 95
20368 B 75 33 84 N/A N/A 32 95
20369
cvrt-jh
clickup-mcp Claim
Lightweight ClickUp MCP server - 37 tools, token-optimized (95% smaller respons…
B 75 43 82 53 N/A 78 85
20370
rog0x
env Claim
Dotenv parser, ports, system info for AI agents
B 75 33 72 N/A N/A 52 95
20371
jonghklee
teammate-mcp Claim 1
Enables Claude Code and OpenAI Codex to ask each other questions through iTerm …
B 75 33 72 N/A N/A 53 95
20372
zhizhuodemao
MiniApp CDP MCP Claim
Enables AI coding assistants to debug and analyze WeChat MiniApp JavaScript cod…
B 75 33 66 N/A N/A 65 95
20373
compagnt
Enables AI assistants to interact with ProjectHub for comprehensive project man…
B 75 43 80 72 N/A 53 90
20374
codeocean
Provides tools to search and execute Code Ocean capsules and pipelines while ma…
B 75 44 86 67 60 81
20375
Gennadiyev
STS2MCP Claim
Full agentic runs for Slay the Spire 2. A mod that exposes in-game state, and t…
B 75 33 66 N/A N/A 65 95
20376
wickproject
Wick Claim
Browser-grade web access for AI agents. Fetches any webpage, returns clean mark…
B 75 33 72 N/A N/A 54 95
20377
xiaojiou176-open
Read-only MCP for OpenVibeCoding runs, workflows, proof, queue, replay, and inc…
B 75 33 54 N/A N/A 82 95
20378
dingdawg
Universal governance layer for AI agents. MCP-native, fail-closed, audit proofs…
B 75 33 84 N/A N/A 51 83
20379
chinawsb
Enables AI assistants to compile Delphi projects and single units directly thro…
B 75 43 84 53 N/A 69 89
20380
duksh
PeerGlass Claim
Provides global internet resource intelligence by querying RIRs for IP and ASN …
B 75 44 90 58 63 82
20381
Divinci-AI
opus-advisor-mcp Claim 1
An MCP server that enables Claude Code to consult Opus as a strategic advisor d…
B 75 33 63 N/A N/A 69 95
20382
Chykalophia
Enables comprehensive ClickUp workspace management through 170+ AI-powered tool…
B 75 44 78 71 66 81
20383
ivanantigravity-lgtm
Perplexity MCP server backed by the Polza.ai chat completions API.
B 75 33 60 N/A N/A 74 95
20384
partymola
fitbit-mcp Claim 1
MCP server for the Fitbit Web API. OAuth 2.0 PKCE, local SQLite cache with auto…
B 75 33 57 77 95
20385
wyre-technology
hudu-mcp Claim 1
An MCP server for the Hudu IT documentation platform that provides 39 tools and…
B 75 44 75 63 82 82
20386
DMontgomery40
bambu-printer-mcp Claim 1
MCP server for Bambu Lab 3D printers — STL manipulation, BambuStudio slicing, a…
B 75 43 81 70 N/A 55 87
20387
DeepakNarayananS
Exposes Wireshark/tshark packet capture, analysis, threat detection, and report…
B 75 33 78 N/A N/A 45 95
20388
dylanroscover
Embody Claim
MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus gi…
B 75 33 64 N/A N/A 66 95
20389
JiantaoFu
appinsightmcp Claim
B 75 33 72 N/A N/A 54 95
20390
portone-io
PortOne MCP Server Claim
Provides access to PortOne's official documentation (developer center, help cen…
B 75 44 74 72 72 81
20391
diaorui
Enables AI agents to trade leveraged perpetual futures on Solana's Jupiter Perp…
B 75 44 96 72 40 77
20392
Pentagonal-ai
pentagonal-mcp Claim
AI smart contract forge — 8-agent security audits, generation, and compilation …
B 75 33 70 N/A N/A 74 83
20393
onetrueclaude-creator
Scans markdown vaults to identify concepts mentioned but not defined, ranks gap…
B 75 33 72 N/A N/A 52 95
20394
jjang-ai
vmlx Claim 1
vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L…
B 75 33 60 N/A N/A 73 95
20395
redis
mcp-redis Claim
The Redis official MCP Server offers an interface to manage and search data in …
B 75 43 82 41 N/A 83 96
20396
hidai25
eval-view Claim
Regression testing framework for AI agents. Save golden baselines, detect behav…
B 75 43 96 31 N/A 90 83
20397
s-b-e-n-s-o-n
portkey-admin-mcp Claim
MCP server for the Portkey AI Gateway Admin API — 150 tools for prompts, config…
B 75 43 80 68 61 85
20398
yyordanov-tradu
stock-scanner-mcp Claim 1
A modular MCP server providing 64 tools across 13 modules for real-time stock a…
B 75 33 84 72 67
20399
Couchbase-Ecosystem
mcp-server-couchbase Claim 1
Couchbase Model Context Protocol Server to interact with Couchbase clusters
B 75 43 96 43 N/A 74 80
20400
indranilbanerjee
Claude Code plugin: 115 commands, 25 agents, 64 scripts, 67 MCP servers, 143 re…
B 75 33 60 N/A N/A 74 95
Showing 20351–20400 of 67226 servers
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