MCP Server Quality Scores

Independent quality analysis of 33692 public MCP servers

33692
Discovered
28855
Scored
2087
Verified
16951
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18251
giskard09
Pay-per-use web search for AI agents. Lightning invoice, Ed25519 signature, kar…
D 43 55 70 0 0 59 81
18252
pipeworx-io
Slack_connect Claim
Slack MCP Pack
D 43 55 78 0 0 47 81
18253
johnanleitner1-Coder
Last-minute booking slots across 11 suppliers. Search, price, and execute booki…
D 43 55 64 0 0 69 81
18254
BACH-AI-Tools
An MCP server that provides access to the Netdetective API for querying informa…
D 43 55 35 57 0 45 80
18255
traffiycom-ui
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
D 43 44 43 10 39 81
18256
pipeworx-io
Notion_connect Claim
Notion MCP Pack
D 43 55 78 0 0 47 81
18257
Christebob
The first commercial implementation of HTTP 402 Payment Required for creator co…
D 43 44 48 0 39 81
18258
VaibhavRaina
GREB-MCP Claim
A hybrid search MCP that enables users to find coding chunks like RAG without i…
D 43 43 42 0 N/A 33 95
18259
pipeworx-io
Jira Claim
Jira MCP Pack
D 43 55 78 0 0 47 81
18260
srotzin
HiveLaw Claim
Governance framework, dispute resolution, and arbitration for agents
D 43 55 86 0 0 35 81
18261
Dsazz
Enables integration with Atlassian Confluence to browse spaces, search content …
D 43 55 48 33 0 54 81
18262
srotzin
HiveMind Claim
Collective intelligence, memory storage, and knowledge marketplace
D 43 55 86 0 0 35 81
18263
anomalyarmor
AnomalyArmor Claim
Data observability tools for engineering teams: alerts, freshness, schema drift…
D 43 55 72 10 0 62 69
18264
quarkusio
Quarkus Langchain4J Workshop
D 43 53 42 30 0 51 95
18265
pipeworx-io
Google_ads Claim
Google Ads MCP Pack
D 43 55 78 0 0 47 81
18266
ToolOracle
SuiOracle Claim
9 MCP tools for DeFi risk & compliance on Sui
D 43 44 48 0 39 81
18267
benediktgirz
storylenses Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
D 43 55 72 0 0 56 81
18268
stunt-double
Stunt Double Claim
Deploy AI user personas to validate user journeys at scale. Find UX friction be…
D 43 44 42 10 39 81
18269
bytebase
DBHub Claim 1
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server,…
D 43 55 60 33 0 68 57
18270
dmmeteo
Provides AI assistants easy access to Django best practices by splitting compre…
D 43 55 54 31 0 50 81
18271
mcp-ag2
Asana MCP Server Claim
An MCP (Multi-Agent Conversation Protocol) server that enables interacting with…
D 43 55 60 45 0 21 81
18272
BACH-AI-Tools
An MCP server for the WhatsApp Number Validators API that enables users to veri…
D 43 55 35 57 0 45 81
18273
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides programmatic access to…
D 43 55 60 45 0 21 81
18274
apogeoapi
apogeoapi-mcp Claim 1
Geographic data, live exchange rates, and IP geolocation for Claude Desktop, Cu…
D 43 55 72 10 0 45 81
18275
pipeworx-io
Amplitude Claim
Amplitude MCP Pack
D 43 55 78 0 0 47 81
18276
PitchGhost
PitchGhost Claim
AI-powered social listening across Twitter, LinkedIn, Reddit, Facebook, and mor…
D 42 44 44 10 29 81
18277
ag2-mcp-servers
A Multi-Agent Conversation Protocol server that provides an interface to Google…
D 42 55 60 37 0 21 81
18278
PlagueHO
A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers …
D 42 53 50 20 0 45 95
18279
nowork-studio
Google Ads MCP - analyze performance, manage keywords, bids, and campaigns.
D 42 55 60 10 0 60 81
18280
AminForou
Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enab…
D 42 55 54 36 0 37 81
18281
lagunapools
AI sales manager for composite swimming pools. Recommends pools by plot size & …
D 42 44 44 0 40 81
18282
khadinakbaronline
Humanizer PRO - The Best AI Text Humanizer MCP Server Transform AI-generated co…
D 42 44 48 10 21 81
18283
JudyaiLab
agentictrade Claim
AI service marketplace — agents discover, call, and pay for API services automa…
D 42 55 72 0 0 54 81
18284
Hovsteder
TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + A…
D 42 44 54 0 62 53
18285
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
18286
lvpiggyqq
xcatcher Claim
High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana…
D 42 55 50 38 0 46 76
18287
walkojas-boop
JSONShelf Claim
Deterministic JSON repair, validation, example-generation, and schema-coercion …
D 42 55 84 0 0 35 81
18288
getpoststack
PostStack MCP Server Claim 1
An MCP server for the PostStack email API that enables AI assistants to send tr…
D 42 44 39 0 50 81
18289
giskard09
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Ligh…
D 42 55 66 0 0 59 81
18290
Thunder-Compute
GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys…
D 42 55 50 10 0 72 81
18291
vdineshk
Runtime behavioral trust scoring for MCP servers. Check reliability before call…
D 42 55 84 0 0 29 81
18292
skprasad-korture
hiring Claim
Behavioural hiring briefs from any JD: 5 behaviours, evidence, demand, intervie…
D 42 55 72 10 0 38 81
18293
BACH-AI-Tools
Enables code execution in 70+ programming languages and databases through the O…
D 42 55 50 28 0 48 81
18294
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
18295
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
18296
BigJai
Search 12M+ verified businesses across 10 countries via government registers.
D 42 55 76 0 0 47 81
18297
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
18298
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
18299
BACH-AI-Tools
Enables access to the Pan Card Verification API for validating Indian PAN card …
D 42 55 54 28 0 45 81
18300
paperclipai
Trending hip-hop artist momentum scores across four cultural dimensions.
D 42 55 54 0 0 81 81
Showing 18251–18300 of 33692 servers
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