MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 24 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
18251
ToolOracle
SuiOracle Claim
9 MCP tools for DeFi risk & compliance on Sui
D 43 44 48 0 39 81
18252
pipeworx-io
mcp-salesforce Claim
Enables querying and managing Salesforce records using SOQL, CRUD operations, a…
D 43 55 78 0 0 47 81
18253
dmmeteo
Provides AI assistants easy access to Django best practices by splitting compre…
D 43 55 54 31 0 50 81
18254
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
18255
pipeworx-io
Google_ads Claim
Google Ads MCP Pack
D 43 55 78 0 0 47 81
18256
quarkusio
Quarkus LangChain4J Workshop
D 43 53 42 30 0 51 95
18257
silly-geese
MCP server for creating and managing trackable QR codes. 6 tools, 12 QR types, …
D 43 44 54 0 30 81
18258
pipeworx-io
Notion_connect Claim
Notion MCP Pack
D 43 55 78 0 0 47 81
18259
opensolon
solon Claim
🔥 Java enterprise application development framework for full scenario: Restrain…
D 43 53 50 7 0 67 95
18260
pipeworx-io
mcp-amplitude Claim
Enables querying Amplitude analytics data including events, active users, reten…
D 43 55 78 0 0 47 81
18261
srotzin
hivemind Claim
Persistent memory graph, knowledge marketplace, and MCP tool gateway for autono…
D 43 55 86 0 0 35 81
18262
incognita-labs
A lightweight stdio-to-http relay that enables the GitHub MCP server to authent…
D 43 53 48 36 0 30 95
18263
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
18264
sandboxapi
SandboxAPI Claim
Execute code in 8 languages (Python, JS, TS, Go, Java, C++, C, Bash) in gVisor …
D 43 55 78 0 0 48 81
18265
pipeworx-io
Hubspot Claim
HubSpot MCP Pack
D 43 55 78 0 0 47 81
18266
Christebob
Attribution and settlement infrastructure for AI agent content access over HTTP…
D 43 44 48 0 39 81
18267
navaro1
qubitsok-mcp Claim
Search 500+ quantum computing jobs, daily arXiv papers, and 1000+ researcher pr…
D 43 44 52 0 36 81
18268
grahamrowe82
pt-edge Claim
AI project intelligence MCP server. Tracks 300+ open-source AI projects across …
D 43 55 54 28 0 50 82
18269
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
18270
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
18271
ONLYOFFICE
docspace Claim 2
A room-based collaborative platform
D 43 55 72 10 0 79 56
18272
anomalyarmor
AnomalyArmor Claim
Data observability tools for engineering teams: alerts, freshness, schema drift…
D 43 55 72 10 0 62 69
18273
MCFLAMINGO
local-intel Claim
Hyperlocal business intelligence for AI agents. 20 MCP tools. Florida-first, Su…
D 43 55 84 0 0 37 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
BACH-AI-Tools
An MCP server that provides access to the Netdetective API for querying informa…
D 43 55 35 57 0 45 80
18276
chatmcp
mcpso Claim
directory for Awesome MCP Servers
D 43 55 56 27 0 48 81
18277
srotzin
hiveecho Claim
MCP server for temporal state queries and cryptographic audit trails. Query his…
D 43 55 86 0 0 35 81
18278
ToolOracle
TONOracle Claim
11 MCP tools for DeFi risk & compliance on TON
D 43 44 48 0 39 81
18279
kit18
Connect agents to 6DuckLearn memory, approvals, and runtime control.
D 43 55 64 0 0 75 81
18280
pipeworx-io
Gmail Claim
Gmail MCP Pack
D 43 55 78 0 0 47 81
18281
ag2-mcp-servers
A Multi-Agent Conversation Protocol Server that provides programmatic access to…
D 43 55 60 45 0 21 81
18282
TheBackers
pplz-agent Claim
PPLZ AI Agent — Let AI play your social life simulation automatically.
D 43 44 66 0 N/A 27 69
18283
blacktwist
Manage Threads and Bluesky social media from AI assistants. Schedule posts, che…
D 43 44 50 0 39 81
18284
traffiycom-ui
MCP server for managing Google Ads, Meta Ads, LinkedIn Ads, and TikTok Ads via …
D 43 44 43 10 39 81
18285
pipeworx-io
Slack_connect Claim
Slack MCP Pack
D 43 55 78 0 0 47 81
18286
irinabuht12-oss
MCP server for Google Ads, Meta Ads & GA4 — works with ChatGPT, Claude, Cursor,…
D 43 44 43 0 N/A 51 81
18287
johnanleitner1-Coder
Real-time last-minute tour and activity booking. 8,000+ live slots from 29 supp…
D 43 55 64 0 0 69 81
18288
giskard09
Pay-per-use semantic web search for AI agents. Powered by SearxNG, agents pay i…
D 43 55 70 0 0 59 81
18289
Souhar-dya
MCP server for SQLite, PostgreSQL, and MySQL with natural language to SQL and d…
D 43 44 57 0 N/A 47 67
18290
adoslabsproject-gif
nothumanallowed Claim
Security-first platform for AI agents. 38 specialized agents, 15 AI-powered ext…
D 43 53 60 17 0 39 95
18291
Dsazz
Enables integration with Atlassian Confluence to browse spaces, search content …
D 43 55 48 33 0 54 81
18292
loking
i18n Agent Claim
AI-powered translation management built for AI agents. Automate localization wi…
D 43 44 60 0 21 81
18293
justrussian
YouGile MCP Server Claim
Integrates with YouGile to allow AI assistants to create, update, and manage pr…
D 43 53 50 46 0 20 92
18294
mchow01
Retrieves and displays the latest horse racing news stories from Thoroughbred D…
D 43 53 60 30 0 23 95
18295
benediktgirz
storylenses Claim
AI cover letter generation for agents. Job analysis, profile matching, narrativ…
D 43 55 72 0 0 56 81
18296
bytebase
DBHub Claim 1
Minimal, token-efficient Database MCP Server for PostgreSQL, MySQL, SQL Server,…
D 43 55 60 33 0 68 57
18297
dbtrail
dbtrail Claim
MySQL change tracking with instant row-level recovery and forensic attribution …
D 43 55 60 10 0 66 81
18298
luckkyyy23
The petrol station for AI agents. 56 pay-per-call endpoints covering every data…
D 43 44 48 10 28 81
18299
lvpiggyqq
xcatcher Claim
High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana…
D 42 55 50 38 0 46 76
18300
giskard09
Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Ligh…
D 42 55 66 0 0 59 81
Showing 18251–18300 of 66502 servers
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