MCP Server Quality Scores

Independent quality analysis of 64827 public MCP servers

64827
Discovered
30775
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 45 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30151
google-ads-mcp Claim 1
Google Ads automation with AI: analyze performance, manage campaigns, optimize …
F 26 35 10 0 67
30152
Versium REACH Claim 1
Enrich leads, generate prospect lists, and validate emails using Versium's B2B2…
F 26 35 10 0 67
30153
Egnyte's remote MCP server for secure AI access, search, upload and file manage…
F 26 35 10 0 67
30154
Joinways Claim 1
Event venue CRM — manage inquiries, quotes, events and availability from any AI…
F 26 35 10 0 67
30155
Taproot Claim 1
Persistent memory layer for AI tools. Save and recall notes across Claude and o…
F 26 35 10 0 67
30156
Biz Planner Claim 1
AI-powered financial simulator for entrepreneurs — simulate, analyze, and plan …
F 26 35 10 0 67
30157
Bitrix24 Claim 1
MCP server enabling AI agents to manage Bitrix24 features via standardized prot…
F 26 35 10 0 67
30158
ProductNow Claim 1
Turn prototype feedback into product decisions that your whole team can trace.
F 26 35 10 0 67
30159
mcp-api Claim 1
GoMarble MCP API Server
F 26 35 10 0 67
30160
Clootrack Claim 1
Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes…
F 26 35 10 0 67
30161
Verant Claim 1
AI proofreading for public web pages and full sites, with AI-verified correctio…
F 26 35 10 0 67
30162
snap-ads-mcp Claim 1
Snapchat Ads automation with AI: analyze performance, manage campaigns, optimiz…
F 26 35 10 0 67
30163
mcp-server Claim 1
AI agent tools: web search, browser, 400+ LLMs, image gen, TTS, phone verify. P…
F 26 35 10 0 67
30164
prep-it Claim 1
Search, save, organize, cook, and share recipes with any AI assistant.
F 26 35 10 0 67
30165
Scite Claim 1
Ground answers in scientific literature. Search full text, evaluate trust, acce…
F 26 35 10 0 67
30166
Monte Carlo Claim 1
Data + AI observability — monitor and troubleshoot production-grade agents and …
F 26 35 10 0 67
30167
ENYAL by Greenland AI — encrypted identity & memory for AI agents (query, recal…
F 26 35 10 0 67
30168
mcp Claim 1
Search jobs, manage resumes, and track applications on Qarera from your AI chat…
F 26 35 10 0 67
30169
The official Planning Center MCP server for interacting with your ministry's da…
F 26 35 10 0 67
30170
Nirvana Claim 1
Read and update your Nirvana tasks and projects: GTD states, tags, due dates, a…
F 26 35 10 0 67
30171
CalmBoard MCP Claim 1
AI agents use CalmBoard MCP to access board data, tasks, insights, and project …
F 26 35 10 0 67
30172
Serpstat Claim 1
Automate your daily SEO tasks and get results in a few seconds with Serpstat SE…
F 26 35 10 0 67
30173
ViralSpin Claim 1
AI video editing + publishing: turn clips into vertical shorts, post to TikTok/…
F 26 35 10 0 67
30174
GTM MCP Server Claim 1
Let AI manage your Google Tag Manager containers — tags, triggers, variables, a…
F 26 35 10 0 67
30175
anzenna Claim 2
MCP server for Anzenna
F 26 35 10 0 67
30176
MCP server for mortgage rate pricing and mini pricer management via the Lenderp…
F 26 35 10 0 67
30177
TranslateSheet Claim 1
Accurate, brand-controlled translation for text, code, images, and documents wi…
F 26 35 10 0 67
30178
Amplitude Claim 1
Search, access, and get insights on your Amplitude data
F 26 35 10 0 67
30179
MyoAmigo Claim 1
Agent-first strength-training platform across iOS, Web & MCP: read & write work…
F 26 35 10 0 67
30180
server Claim 1
Create and manage your own Certificate Authority for internal HTTPS.
F 26 35 10 0 67
30181
prelim Claim 1
Read AI preliminary phone screens — your roles, candidate scores, transcripts, …
F 26 35 10 0 67
30182
mttrly Claim 1
AI-powered incident management and server monitoring via MCP.
F 26 35 10 0 67
30183
Financial data and analysis tools for Turkish BIST and international markets vi…
F 26 35 10 0 67
30184
appdevexpert
PromptOT Claim
Manage, version, and publish LLM prompts with blocks, variables, and evaluation…
F 26 35 10 0 69
30185
RunCabin Claim 1
Put websites online from chat - instant free HTTPS, real domains, zero DNS or A…
F 26 35 10 0 67
30186
rum-analytics Claim 1
RUM platform for web performance analytics, Core Web Vitals, and third-party sc…
F 26 35 10 0 67
30187
fincontext Claim 1
Read-only bank & investment accounts via Plaid: balances, holdings, transaction…
F 26 35 10 0 67
30188
Sofya Claim 1
Web search, fetch, extract, and research for AI agents. Markdown output + AI-sy…
F 26 35 10 0 67
30189
Nomad Forecast Claim 1
Trip planning for nomadic families: multi-stop trips, Schengen/visa, climate, d…
F 26 35 10 0 67
30190
attrove
Attrove Claim
Catch conversations going quiet — watch outcomes and search Gmail, Slack, and m…
F 26 35 10 0 69
30191
Katalon TestOps Model Context Protocol (MCP) server
F 26 35 10 0 67
30192
Filepad Claim 1
Connect AI agents to Filepad workspaces through OAuth MCP.
F 26 35 10 0 67
30193
Link Center Claim 1
Dynamic, editable QR codes + short links with scan analytics and branded QR ren…
F 26 35 10 0 67
30194
Your personal data for AI — Telegram, bank, courses, Zoom & more, scoped to you.
F 26 35 10 0 67
30195
Multinex MemQ Claim 1
Persistent memory for AI agents with OAuth-backed hosted MCP access.
F 26 35 10 0 67
30196
dobby-ai
dobby Claim
Connect, monitor, and control AI agents — tasks, approvals, schedules, and gove…
F 26 35 10 0 69
30197
mcp Claim 1
Official Airtable MCP server — database and operations layer for agents.
F 26 35 10 0 67
30198
Mirror Claim 1
Give Claude an honest self-model — behavioral tendencies built from evidence, n…
F 26 35 10 0 67
30199
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
F 26 35 10 0 67
30200
mcp Claim 1
Martingale intelligence: proprietary scores and sequence parameters for 250+ in…
F 26 35 10 0 67
Showing 30151–30200 of 64827 servers
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