MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33883
Scored
→
2112
Verified
→
16953
Complete

Last updated 3 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18301
ruvnet
flow-nexus Claim 1
Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow auto…
D 42 5⁄3 ◎ ⏳ 66 43 0 23 67 —
18302
Fisher521
burn-mcp-server ⚡ Claim 1
AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absor…
D 42 5⁄5 ◎ ⏳ 72 0 0 67 69 —
18303
BACH-AI-Tools
Enables geocoding and reverse geocoding operations to convert city names to coo…
D 42 5⁄5 ◎ ⏳ 50 32 0 48 81 —
18304
infobip
mcp ⚡ Claim
Infobip MCP server for omnichannel communication and messaging. SMS, RCS, Whats…
D 42 5⁄5 ◎ ⏳ 50 35 0 45 81 —
18305
lagunapools
AI sales manager for composite swimming pools. Recommends pools by plot size & …
D 42 4⁄4 ◎ ⏳ 44 0 — 40 81 —
18306
sugar-co-dev
roc-mcp-server ⚡ Claim
Creator commerce intelligence for TikTok Shop brands. GMV benchmarks, ROC calcu…
D 42 5⁄5 ◎ ⏳ 66 0 0 59 81 —
18307
BACH-AI-Tools
Enables access to the Pan Card Verification API for validating Indian PAN card …
D 42 5⁄5 ◎ ⏳ 54 28 0 45 81 —
18308
skprasad-korture
hiring Claim
Behavioural hiring briefs from any JD: 5 behaviours, evidence, demand, intervie…
D 42 5⁄5 ◎ ⏳ 72 10 0 38 81 —
18309
javidjamae
mcp-server ⚡ Claim 1
MCP server for the FFmpeg Micro video transcoding API — create, monitor, downlo…
D 42 5⁄5 ◎ ⏳ 69 10 0 60 69 —
18310
PitchGhost
PitchGhost Claim
AI-powered social listening across Twitter, LinkedIn, Reddit, Facebook, and mor…
D 42 4⁄4 ◎ ⏳ 44 10 — 29 81 —
18311
Hovsteder
TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + A…
D 42 4⁄4 ◎ ⏳ 54 0 — 62 53 —
18312
paperclipai
Trending hip-hop artist momentum scores across four cultural dimensions.
D 42 5⁄5 ◎ ⏳ 54 0 0 81 81 —
18313
sylviangth
A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessi…
D 42 5⁄3 ◎ ⏳ 58 10 0 45 95 —
18314
PlagueHO
A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers …
D 42 5⁄3 ◎ ⏳ 50 20 0 45 95 —
18315
nowork-studio
Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, paus…
D 42 5⁄5 ◎ ⏳ 60 10 0 60 81 —
18316
AminForou
Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enab…
D 42 5⁄5 ◎ ⏳ 54 36 0 37 81 —
18317
JudyaiLab
agentictrade ⚡ Claim
AI service marketplace — agents discover, call, and pay for API services automa…
D 42 5⁄5 ◎ ⏳ 72 0 0 54 81 —
18318
frumu-ai
docs-mcp Claim
Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent s…
D 42 5⁄5 ◎ ⏳ 54 0 0 85 81 —
18319
walkojas-boop
JSONShelf Claim
Deterministic JSON repair, validation, example-generation, and schema-coercion …
D 42 5⁄5 ◎ ⏳ 84 0 0 35 81 —
18320
OjasKord
VAT Validator MCP ⚡ Claim
Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.
D 42 5⁄5 ◎ ⏳ 90 0 0 51 61 —
18321
lvpiggyqq
xcatcher Claim
High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana…
D 42 5⁄5 ◎ ⏳ 50 38 0 46 76 —
18322
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides an interface to Google…
D 42 5⁄5 ◎ ⏳ 60 37 0 21 81 —
18323
bendelpino
YouTube MCP Server ⚡ Claim
Enables interaction with YouTube through search and transcript extraction funct…
D 42 5⁄5 ◎ ⏳ 60 36 0 23 81 —
18324
walkojas-boop
RegexForge Claim
RegexForge gives AI agents a reliable way to get a regex without asking an LLM …
D 42 5⁄5 ◎ ⏳ 84 0 0 35 81 —
18325
vdineshk
Tracks MCP server behavior from agent-reported interactions. Provides trust sco…
D 42 5⁄5 ◎ ⏳ 84 0 0 29 81 —
18326
ag2-mcp-servers
Trello MCP Server ⚡ Claim
This is an MCP Server for Trello that enables interaction with Trello's API thr…
D 42 5⁄5 ◎ ⏳ 60 38 0 21 81 —
18327
getpoststack
mcp ⚡ Claim 1
EU-hosted email API exposed as MCP tools — send transactional and marketing ema…
D 42 4⁄4 ◎ ⏳ 39 0 — 50 81 —
18328
jacksmith3888
鸣潮 MCP Server ⚡ Claim
一个提供查询鸣潮角色信息、配队、声骸、背景故事及攻略的MCP server 数据来自库街区
D 42 5⁄5 ◎ ⏳ 58 10 0 61 81 —
18329
longbridge
mcp Claim
US/HK markets — 152 tools: quotes, options, orders, fundamentals, screener, IPO…
D 42 5⁄5 ◎ ⏳ 42 10 0 74 90 —
18330
Thunder-Compute
GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys…
D 42 5⁄5 ◎ ⏳ 50 10 0 72 81 —
18331
Augmented-Nature
A production-ready Model Context Protocol (MCP) server that provides comprehens…
D 42 5⁄5 ◎ ⏳ 84 0 0 32 81 —
18332
khadinakbaronline
Humanizer PRO - The Best AI Text Humanizer MCP Server Transform AI-generated co…
D 42 4⁄4 ◎ ⏳ 48 10 — 21 81 —
18333
giskard09
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Ligh…
D 42 5⁄5 ◎ ⏳ 66 0 0 59 81 —
18334 D 42 5⁄3 ◎ ⏳ 50 26 0 37 95 —
18335
BACH-AI-Tools
Enables code execution in 70+ programming languages and databases through the O…
D 42 5⁄5 ◎ ⏳ 50 28 0 48 81 —
18336
Fronesis-Labs
Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging fo…
D 42 4⁄4 ◎ ⏳ 48 0 — 38 81 —
18337
giskard09
A still point for AI agents in fog. When an agent loses its thread, Oasis disti…
D 42 5⁄5 ◎ ⏳ 66 0 0 64 81 —
18338
tolgee
Tolgee Claim
Your app's translations in Tolgee: search keys, create translations, trigger ma…
D 41 5⁄5 ◎ ⏳ 56 0 0 73 81 —
18339
prmichaelsen
A multi-tenant Model Context Protocol server that provides a secure interface t…
D 41 5⁄5 ◎ ⏳ 48 37 0 35 82 —
18340
zekebuilds-lab
mcp-identity ⚡ Claim
DoI oracle for Nostr pubkeys: scores social, vouch, access, and economic-stake …
D 41 4⁄4 ◎ ⏳ 54 0 — 21 81 —
18341
srtux
Allows developers and AI Agents to query Google Cloud Logging using natural lan…
D 41 5⁄5 ◎ ⏳ 42 58 0 18 81 —
18342
parsecular
parsec-mcp Claim
Trade and monitor prediction markets across Polymarket, Kalshi, Opinion, Limitl…
D 41 4⁄4 ◎ ⏳ 54 0 — 22 81 —
18343
asachs01
propublica-mcp ⚡ Claim
A Model Context Protocol (MCP) server that provides access to ProPublica's Nonp…
D 41 5⁄5 ◎ ⏳ 48 13 0 68 81 —
18344
DadCZ
AiTop Club Claim
The first open catalog and community for AI agents. Register, search, share ski…
D 41 4⁄4 ◎ ⏳ 54 0 — 22 81 —
18345
worldwidelaw
Search 18M+ legal documents worldwide — case law, legislation, and doctrine acr…
D 41 5⁄5 ◎ ⏳ 60 10 0 54 81 —
18346
ag2-mcp-servers
An MCP server that enables interaction with Google Sheets through natural langu…
D 41 5⁄5 ◎ ⏳ 45 52 0 21 81 —
18347
BACH-AI-Tools
Enables subdomain enumeration and discovery by querying the Subdomain Scan1 API…
D 41 5⁄5 ◎ ⏳ 50 27 0 45 80 —
18348
haiphucnguyen
askimo Claim
Local-first AI agent platform for desktop and CLI. Chat, RAG search, multi-step…
D 41 5⁄3 ◎ ⏳ 48 0 0 66 95 —
18349
18896101294
Enables automatic upload of AI-generated rich text content to AppFlowy with Mar…
D 41 5⁄5 ◎ ⏳ 48 30 0 47 81 —
18350
ajtruex
Obsidian ⚡ Claim
Organize and search your Obsidian vault. Browse files, read and edit notes, and…
D 41 5⁄5 ◎ ⏳ 84 10 0 24 71 —
Showing 18301–18350 of 69182 servers
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