MCP Server Quality Scores

Independent quality analysis of 48850 public MCP servers

48850
Discovered
29674
Scored
2112
Verified
16952
Complete

Last updated 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◐ Assessed Scores
20751
ShunsukeHayashi
Enables complete RPG Maker MZ game development through MCP tools, including aut…
B 73 43 94 56 N/A 32 95
20752
tgf-between-your-legs
SDOF Knowledge Base Claim 1
A Model Context Protocol (MCP) server that provides persistent memory and conte…
B 73 44 100 60 38 78
20753
giauphan
Exposes codebase analysis data, including module structures, dependencies, and …
B 73 33 60 N/A N/A 66 95
20754
ochen1
Enables multiple MCP clients to share a single Chrome instance while maintainin…
B 73 33 60 N/A N/A 67 95
20755
overtimepog
CloakMCP Claim
An MCP server that provides LLMs with stealth browser automation capabilities v…
B 73 33 78 N/A N/A 37 95
20756
koltyakov
Godot MCP Server Claim 1
Enables LLMs to create and modify Godot game engine projects by managing scenes…
B 73 43 92 58 N/A 45 87
20757
mjrestivo16
Proxmox MCP Server Claim
Enables comprehensive management of Proxmox Virtual Environment through 35 tool…
B 73 44 94 61 42 81
20758
webaesbyamin
agent-receipts Claim
Cryptographic accountability for AI agents. Ed25519-signed receipts for every M…
B 73 33 54 N/A N/A 76 95
20759
Wolfe-Jam
claude-faf-mcp Claim
Persistent project context for Claude. IANA-registered .faf format.
B 73 43 54 61 89 95
20760
F4bse-94
n8n-MCP Claim
Provides AI assistants with comprehensive access to n8n workflow automation pla…
B 73 44 96 45 69 76
20761
SiriusLattice
evmcp Claim
Multi-chain EVM blockchain data with companion smart contracts
B 73 33 74 N/A N/A 60 83
20762
olbboy
Enables comprehensive control of Blender 3D from Claude Desktop, offering 26 to…
B 73 43 90 62 N/A 33 92
20763
chrischall
skylight-mcp Claim
Skylight Calendar for Claude — family events, chores, and rewards.
B 73 33 66 N/A N/A 70 83
20764
summer521521
CONTAM MCP Claim
A Windows-based MCP server that exposes NIST's CONTAM simulation tools and Cont…
B 73 33 66 N/A N/A 55 95
20765
zelentsov-dev
asc-mcp Claim
App Store Connect API server with 208 tools for managing apps, builds, TestFlig…
B 73 33 58 N/A N/A 69 95
20766
hannasdev
Writing MCP Claim
Metadata-first fiction editing and reasoning tools for long-form writing projec…
B 73 33 60 N/A N/A 84 81
20767
SecretiveShell
MCP-Bridge Claim
A middleware to provide an openAI compatible endpoint that can call MCP tools
B 73 43 60 68 N/A 76 92
20768
guillaumegay13
fieldflow Claim 1
B 73 43 72 67 N/A 59 90
20769
AINative-Studio
Provides AI assistants with vector search and persistent memory capabilities us…
B 73 44 92 68 36 81
20770
divitkashyap
auto-skill-loader Claim
Auto-loads skills into agent sessions. MiniMax vision and search proxy.
B 73 33 78 N/A N/A 53 83
20771
shigechika
jquants-mcp Claim 1
An MCP server that retrieves Japanese stock market data via J-Quants API v2.
B 73 33 45 91 95
20772
stickerdaniel
Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI assi…
B 73 44 64 68 N/A 86 81
20773
joshua-auchincloss
Factsets MCP Server Claim 1
An MCP server that provides a local, persistent, self-maintaining knowledge bas…
B 73 43 69 58 N/A 72 95
20774
DmitriyGolub
Three.js DevTools MCP Claim 1
Inspect and edit Three.js scenes, materials, shaders, lights in real time from …
B 73 43 90 31 N/A 77 90
20775
yjcho9317
nworks Claim
NAVER WORKS CLI + MCP server. 26 tools for messages, calendar, drive, mail, tas…
B 73 44 72 68 N/A 69 82
20776
browser-gateway
browser-gateway Claim
AI browser tools with Chrome CDP. Navigate, screenshot, interact. Multi-provide…
B 73 33 60 N/A N/A 83 83
20777
miller-joe
comfyui-mcp Claim 1
MCP server for ComfyUI — text-to-image, variations, img2img refine, upscale, im…
B 73 33 57 78 90
20778
orneryd
Provides AI assistants with persistent graph database memory using Neo4j, enabl…
B 73 44 94 37 78 80
20779
yantrikos
yantrikdb-mcp Claim
MCP server providing cognitive memory tools (remember, recall, think, etc.) for…
B 73 33 54 75 95
20780
thegridwork
aiact Claim
Scan codebases for AI usage, classify risk, generate EU AI Act compliance repor…
B 73 33 76 N/A N/A 37 95
20781
npstorey
Open-source platform connecting AI assistants to government open data — MCP ser…
B 73 33 64 N/A N/A 59 95
20782
GeiserX
lynxprompt-mcp Claim 1
MCP server for LynxPrompt — browse, search, and manage AI configuration bluepri…
B 73 33 61 N/A N/A 78 83
20783
echojobsio
jdl-mcp-server Claim
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, sala…
B 73 33 76 55 83
20784
vbzvibin
A 'Server of Servers' architecture that aggregates domain-specific financial da…
B 73 33 84 N/A N/A 27 95
20785
aruuhii2yo
Join us at the frontier of efficiency. This hardware-level optimization suite, …
B 73 33 78 N/A N/A 35 95
20786
las-team
Lastest Claim
MCP serverr for Lastest to manage your tests, AI create them, run them, and spe…
B 73 33 72 44 95
20787
KingPeque
coinvoyage Claim
CoinVoyage MCP — create crypto PayOrders, webhooks, swaps across Bitcoin/Solana…
B 73 33 90 N/A N/A 44 75
20788
daedalus
mcp-z3-prover Claim
MCP server exposing Z3 solver API
B 73 33 60 N/A N/A 67 95
20789
ricardo-hdrn
mcp-await Claim
Condition watcher for AI assistants — wait for ports, files, URLs, processes, a…
B 73 43 60 75 N/A 73 87
20790
JayceeTran1995
Integrates Firecrawl web scraping capabilities, enabling web content extraction…
B 73 44 78 70 56 81
20791
dsbissett
Excel WebView2 MCP Claim 1
Connects Claude Code to Microsoft Excel add-ins via the Chrome DevTools Protoco…
B 73 33 71 N/A N/A 48 95
20792
otdavies
A local server that provides powerful code analysis and search capabilities for…
B 73 43 96 61 N/A 19 95
20793
luischang07
Enables LLMs to automatically diagnose coding errors through codebase search, t…
B 73 33 78 N/A N/A 35 95
20794
elagerway
magpipe Claim
Manage AI voice agents, calls, SMS, contacts, and phone numbers via Magpipe.
B 73 43 90 72 N/A 38 81
20795
gzuuus
dvmcp Claim
DVMCP is a bridge implementation that connects Model Context Protocol (MCP) ser…
B 73 43 76 72 N/A 45 90
20796
HainanZhao
mcp-gitlab-jira Claim 1
Unified MCP server for GitLab and Jira: manage projects, merge requests, files,…
B 73 44 84 60 66 78
20797
aartiq
400+ ServiceNow MCP tools + 26 AI capabilities + fluent query, batch API, BYOK …
B 73 43 100 41 N/A 80 67
20798
Automations-Project
Airtable User MCP Claim
Manage Airtable bases: schema, field CRUD, views, formula validation, extensions
B 73 33 54 N/A N/A 74 95
20799
zhowe-designs
tracklix-mcp Claim
Detects affiliate links across 13 networks and surfaces Tracklix as a free clic…
B 73 33 66 N/A N/A 55 95
20800
p10q
AE MCP Server Claim 1
An MCP server that enables AI assistants to control Adobe After Effects through…
B 73 43 81 61 N/A 50 94
Showing 20751–20800 of 48850 servers
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