MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31748
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
351
s-morgan-jeffries
apple-mail-mcp Claim 1
Enables AI assistants to read, send, search, and manage emails in Apple Mail on…
B 83 55 82 82 N/A 51 95 100
352
codefriar
Exposes Salesforce CLI functionality to LLM tools like Claude Desktop, allowing…
B 83 55 72 100 N/A 43 95 93
353
PaulieB14
graph-lending-mcp Claim
MCP server that exposes unified AI-friendly tools over Messari's standardized l…
B 83 55 72 100 64 95 77
354
just-every
Fast, token-efficient web content extraction for AI agents - converts websites …
B 83 54 96 65 N/A 60 92 94
355
isaachansen
Wiki OSRS MCP Claim
Provides access to Old School RuneScape wiki information and game data through …
B 83 66 84 100 97 29 81 93
356
fetter-io
Fetter MCP Claim
Real-time Python package and vulnerability data for AI coding agents.
B 83 66 96 80 98 31 81 93
357
ammawla
ENCODE Toolkit Claim
20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…
B 83 55 88 74 N/A 68 95 87
358
jasonleinart
arxiv-mcp-server Claim 1
The ArXiv MCP Server provides a comprehensive bridge between AI assistants and …
B 83 55 94 91 49 83 88
359
uldyssian-sh
vmware-esxi-mcp Claim
Enables management of VMware ESXi hosts and virtual machines through standardiz…
B 83 54 100 41 85 90 99
360
kaimeilabs
Deterministic recipe verification engine — validates AI-generated recipes again…
B 83 66 78 100 92 45 81 93
361
mkpvishnu
terminal-mcp Claim 1
MCP server for interactive terminal sessions — SSH, REPLs, database CLIs, TUI a…
B 83 55 75 91 N/A 71 95 82
362
itseasy21
mcp-codebase-index Claim 1
B 83 54 84 70 N/A 71 92 95
363
InditexTech
mcp-teams-server Claim
MCP server that integrates Microsoft Teams messaging (read, post, mention, list…
B 83 55 88 65 90 78 98
364
VibeTensor
Attestix Claim
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
B 83 55 72 82 N/A 83 92 91
365
robinmordasiewicz
Enables real-time monitoring of F5 Cloud service status, including tracking 148…
B 83 55 86 65 82 83 99
366
ball2jh
nist-mcp Claim
Provides structured access to the full NIST cybersecurity catalog, including SP…
B 83 44 84 N/A N/A 45 95 98
367
bintocher
Provides unified interface for Qlik Sense Enterprise APIs through Model Context…
B 83 55 84 100 72 81 75
368
Higangssh
homebutler Claim
All-in-one homelab management MCP server. Monitor system resources, manage Dock…
B 83 55 94 62 N/A 80 82 99
369
kkaminsk
Packager-MCP Claim
Transforms AI assistants into expert Windows application packaging assistants f…
B 83 54 96 63 N/A 64 95 90
370
kalyangupta12
Provides AI assistants with read-only access to inspect database schemas, previ…
B 83 55 94 72 68 80 96
371
laststance
mac-mcp-server Claim
Enables AI assistants to automate macOS through AppleScript and JXA by providin…
B 83 54 84 71 N/A 65 95 97
372
rakeshgangwar
erpnext-mcp-server Claim 1
Connect AI assistants to your ERPNext instance via the Model Context Protocol (…
B 83 54 94 68 N/A 55 90 99
373
AdirAmsalem
MCP-IT Fastify Claim
A Fastify plugin that automatically converts API routes into Model Context Prot…
B 83 55 100 72 67 81 86
374
aparajithn
agent-scraper-mcp Claim
Web scraping MCP server for AI agents. 6 tools: clean content extraction, struc…
B 83 66 96 66 95 60 80 92
375
khalilbalaree
undo-mcp Claim
A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …
B 83 55 90 75 N/A 45 95 100
376
gergelyszerovay
Generates persistent, auto-incrementing 8-digit hexadecimal unique identifiers …
B 83 54 94 72 N/A 42 94 100
377
baryhuang
The only general AI agent that does NOT requires extra API key, giving you full…
B 83 54 96 62 N/A 68 87 99
378
keshrath
agent-comm Claim
MCP server that enables AI coding agents to communicate, share state, and coord…
B 83 44 81 N/A N/A 59 95 93
379
rashidazarang
airtable-mcp Claim
Connect AI tools directly to Airtable. Query, create, update, and delete record…
B 83 55 90 72 85 80 90
380
floriscornel
teams-mcp Claim 1
MCP server providing comprehensive Microsoft Teams and Graph API access for AI …
B 83 55 67 100 N/A 73 81 92
381
rog0x
mcp-task-tools Claim 1
Provides task and project management tools for AI agents, including todo list m…
B 83 44 94 N/A N/A 35 95 92
382
Agent-Hellboy
mcp-server-fuzzer Claim
A generic mcp server fuzzer
B 83 54 92 61 N/A 82 92 89
383
timescale
pg-aiguide Claim 2
Enables semantic search across PostgreSQL, TimescaleDB, and PostGIS documentati…
B 83 66 100 80 92 75 61 85
384
christoph-hart
HISE MCP Server Claim 1
Provides access to HISE documentation, including UI component properties, Scrip…
B 83 66 96 100 87 29 77 92
385
danielsimonjr
Math MCP Server Claim
Provides secure mathematical computation capabilities including expression eval…
B 83 55 96 58 82 80 98
386
amirsina-mandegari
GitLab MCP Server Claim 1
Connects AI assistants to GitLab, allowing users to manage merge requests, view…
B 83 54 96 66 N/A 67 92 91
387
markswendsen-code
AI agents can order DoorDash food delivery: search restaurants, browse menus, a…
B 83 55 90 100 N/A 32 95 83
388
JustinBeckwith
gongio-mcp Claim 1
MCP server for Gong.io - access calls, transcripts, and users
B 83 54 73 76 N/A 79 95 96
389
Galbaz1
video-research-mcp Claim
Give Claude Code 51 research, analysis & media production tools with one comman…
B 83 54 88 55 N/A 85 95 93
390
egegungordu
Provides a structured interface to the Japanese National Diet Library's parliam…
B 83 66 88 100 99 20 81 91
391
sam3690
HackerNews MCP Server Claim 2
Provides programmatic access to Hacker News content via the HN Algolia API. It …
B 83 55 96 100 59 84 61
392
blade47
ShadowGit MCP Server Claim 1
Provides AI assistants with secure, read-only access to ShadowGit repositories …
B 83 54 100 60 N/A 61 92 94
393
joinly-ai
joinly Claim
MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…
B 83 55 90 65 83 80 99
394
Ravenight13
Enables AI assistants to semantically search and understand code repositories u…
B 83 55 100 87 42 81 92
395
cyanheads
mcp-ts-core Claim
Agent-native TypeScript framework for building MCP servers with declarative def…
B 83 54 84 75 N/A 70 92 90
396
Ansvar-Systems
luxembourg-law-mcp Claim
Luxembourg legislation via MCP — full-text search across statutes and provisions
B 83 54 71 93 N/A 61 95 90
397
syucream
lightdash-mcp-server Claim 1
A MCP(Model Context Protocol) server that accesses to Lightdash
B 83 55 88 82 N/A 69 95 73
398
IcyHot09
MCP server bridging OpenGrok search engine with AI for instant context across m…
B 83 54 88 72 N/A 69 92 93
399
aashari
Atlassian Bitbucket Cloud integration. Enables AI systems to interact with repo…
B 83 55 100 70 71 82 85
400
cafeTechne
Antigravity Link Claim
MCP server and OpenAPI-backed mobile companion for controlling Antigravity IDE …
B 83 44 81 N/A N/A 70 83 98
Showing 351–400 of 66394 servers
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