MCP Server Quality Scores

Independent quality analysis of 49876 public MCP servers

49876
Discovered
29726
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 35 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18301
nowork-studio
Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, paus…
D 42 55 60 10 0 60 81
18302
frumu-ai
docs-mcp Claim
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent s…
D 42 55 54 0 0 85 81
18303
AminForou
Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enab…
D 42 55 54 36 0 37 81
18304
javidjamae
mcp-server Claim 1
MCP server for the FFmpeg Micro video transcoding API — create, monitor, downlo…
D 42 55 69 10 0 60 69
18305
giskard09
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Ligh…
D 42 55 66 0 0 59 81
18306
infobip
mcp Claim
Infobip MCP server for omnichannel communication and messaging. SMS, RCS, Whats…
D 42 55 50 35 0 45 81
18307
sanity-io
agent-toolkit Claim
Collection of resources to help AI agents build better with Sanity.
D 42 55 60 10 0 59 83
18308
JudyaiLab
agentictrade Claim
AI service marketplace — agents discover, call, and pay for API services automa…
D 42 55 72 0 0 54 81
18309
Fisher521
burn-mcp-server Claim 1
AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absor…
D 42 55 72 0 0 67 69
18310
longbridge
mcp Claim
US/HK markets — 145 tools: quotes, options, orders, fundamentals, screener, IPO…
D 42 55 42 10 0 74 90
18311
PitchGhost
PitchGhost Claim
AI-powered social listening across Twitter, LinkedIn, Reddit, Facebook, and mor…
D 42 44 44 10 29 81
18312
ruvnet
flow-nexus Claim 1
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow auto…
D 42 53 66 43 0 23 67
18313
giskard09
A still point for AI agents in fog. When an agent loses its thread, Oasis disti…
D 42 55 66 0 0 64 81
18314
skprasad-korture
hiring Claim
Behavioural hiring briefs from any JD: 5 behaviours, evidence, demand, intervie…
D 42 55 72 10 0 38 81
18315
sugar-co-dev
roc-mcp-server Claim
Creator commerce intelligence for TikTok Shop brands. GMV benchmarks, ROC calcu…
D 42 55 66 0 0 59 81
18316
PlagueHO
A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers …
D 42 53 50 20 0 45 95
18317
lvpiggyqq
xcatcher Claim
High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana…
D 42 55 50 38 0 46 76
18318
khadinakbaronline
Humanizer PRO - The Best AI Text Humanizer MCP Server Transform AI-generated co…
D 42 44 48 10 21 81
18319
sylviangth
A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessi…
D 42 53 58 10 0 45 95
18320 D 42 53 50 26 0 37 95
18321
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides an interface to Google…
D 42 55 60 37 0 21 81
18322
Fronesis-Labs
Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging fo…
D 42 44 48 0 38 81
18323
OjasKord
VAT Validator MCP Claim
Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.
D 42 55 90 0 0 51 61
18324
vdineshk
Tracks MCP server behavior from agent-reported interactions. Provides trust sco…
D 42 55 84 0 0 29 81
18325
ag2-mcp-servers
Trello MCP Server Claim
This is an MCP Server for Trello that enables interaction with Trello's API thr…
D 42 55 60 38 0 21 81
18326
walkojas-boop
JSONShelf Claim
Deterministic JSON repair, validation, example-generation, and schema-coercion …
D 42 55 84 0 0 35 81
18327
Hovsteder
TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + A…
D 42 44 54 0 62 53
18328
bendelpino
YouTube MCP Server Claim
Enables interaction with YouTube through search and transcript extraction funct…
D 42 55 60 36 0 23 81
18329
getpoststack
mcp Claim 1
EU-hosted email API exposed as MCP tools — send transactional and marketing ema…
D 42 44 39 0 50 81
18330
BACH-AI-Tools
Enables code execution in 70+ programming languages and databases through the O…
D 42 55 50 28 0 48 81
18331
BACH-AI-Tools
Enables geocoding and reverse geocoding operations to convert city names to coo…
D 42 55 50 32 0 48 81
18332
walkojas-boop
RegexForge Claim
RegexForge gives AI agents a reliable way to get a regex without asking an LLM …
D 42 55 84 0 0 35 81
18333
Thunder-Compute
GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys…
D 42 55 50 10 0 72 81
18334
Augmented-Nature
A production-ready Model Context Protocol (MCP) server that provides comprehens…
D 42 55 84 0 0 32 81
18335
paperclipai
Trending hip-hop artist momentum scores across four cultural dimensions.
D 42 55 54 0 0 81 81
18336
lagunapools
AI sales manager for composite swimming pools. Recommends pools by plot size & …
D 42 44 44 0 40 81
18337
DadCZ
AiTop Club Claim
The first open catalog and community for AI agents. Register, search, share ski…
D 41 44 54 0 22 81
18338
haiphucnguyen
askimo Claim
Local-first AI agent platform for desktop and CLI. Chat, RAG search, multi-step…
D 41 53 48 0 0 66 95
18339
tedlikeskix
A Model Context Protocol (MCP) server providing comprehensive access to the XRP…
D 41 55 60 36 0 18 81
18340
kjgueye
netintel-mcp Claim 1
MCP server for NetIntel — DNS, SSL, WHOIS, email security, OSINT via x402 micro…
D 41 44 57 0 N/A 41 61
18341
tyukei
Enables searching and retrieving IT study groups and event information from con…
D 41 55 48 40 0 30 81
18342
TheGreatGooo
Enables CRUD operations for calendar events, journal entries, and todos on any …
D 41 55 60 26 0 29 81
18343
Formyselfonly
A comprehensive MCP server collection designed for Cursor that provides system …
D 41 55 54 32 0 34 80
18344
glenngillen
mcpmcp-server Claim
A list of MCP servers so you can ask your client which servers you can use to i…
D 41 44 46 0 33 81
18345
mgthompo1
anchorr-mcp Claim
Agent-native CRM. 25 tools — contacts, deals, sequences, enrichment waterfall, …
D 41 55 70 10 0 37 81
18346
parsecular
parsec-mcp Claim
Trade and monitor prediction markets across Polymarket, Kalshi, Opinion, Limitl…
D 41 44 54 0 22 81
18347
ajtruex
Obsidian Claim
Organize and search your Obsidian vault. Browse files, read and edit notes, and…
D 41 55 84 10 0 24 71
18348
reepl-io
Manage your entire LinkedIn presence - write posts, schedule publishing, track …
D 41 55 48 36 0 39 81
18349
kevinpbuckley
VibeUE Claim
Unreal Engine Vibe Coding tool
D 41 44 50 0 N/A 29 80 C
18350
Wolfe-Jam
faf Claim
FAF specification — IANA-registered AI context format (application/vnd.faf+yaml)
D 41 53 54 0 0 59 95
Showing 18301–18350 of 49876 servers
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