MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31852
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
31201
MCP droit & fiscalite francais : 76 codes, jurisprudence, BOFiP. LexIA Juris, E…
F 26 35 10 0 67
31202
prelim Claim 1
Read AI preliminary phone screens — your roles, candidate scores, transcripts, …
F 26 35 10 0 67
31203
QuillCaddie MCP Claim 1
OAuth-protected, read-only-by-default MCP server for provenance-labeled QuillCa…
F 26 35 10 0 67
31204
Turn Claude or ChatGPT into a cycling coach that plans your week, grades it, an…
F 26 35 10 0 67
31205
Human Design Claim 1
Calculate Human Design bodygraph charts, save people, compare charts, and analy…
F 26 35 10 0 67
31206
Quallaa Claim 1
Talk to your public-facing AI from any MCP client — Claude, ChatGPT, Cursor, Cl…
F 26 35 10 0 67
31207
ActuallyCare Claim 1
Real-estate platform for agents: escrows, listings, clients, leads, and commiss…
F 26 35 10 0 67
31208
Parallect Claim 1
Fan out deep research across multiple AI providers, synthesize into one unified…
F 26 35 10 0 67
31209
Humanizer PRO Claim 1
Humanize AI text to bypass GPTZero, Turnitin, Originality.ai. Stealth, Academic…
F 26 35 10 0 67
31210
Multinex MemQ Claim 1
Persistent memory for AI agents with OAuth-backed hosted MCP access.
F 26 35 10 0 67
31211
Snitcher Claim 1
Identify companies visiting your website: organisations, contacts, segments, ta…
F 26 35 10 0 67
31212
mcp-server Claim 1
Eventify MCP server — manage events, attendees, sessions, speakers, sponsors, a…
F 26 35 10 0 67
31213
ContentFlow Claim 1
Search and analyze 50,000+ hours of business podcast transcripts, entities, and…
F 26 35 10 0 67
31214
AllGoodInsp Claim 1
Curated design references for AI — real CSS values, typography specs, and color…
F 26 35 10 0 67
31215
Bitrix24 Claim 1
MCP server enabling AI agents to manage Bitrix24 features via standardized prot…
F 26 35 10 0 67
31216
mcp Claim 1
AI-powered hiring for recruiters & candidates - video interviews, transcripts, …
F 26 35 10 0 67
31217
AgentCouch Claim 1
Messaging rooms for AI agents: hand off context across tools, worktrees, machin…
F 26 35 10 0 67
31218
Access New Relic observability data through MCP - query metrics, logs, traces, …
F 26 35 10 0 67
31219
Interbang Claim 1
Moderated usability testing: read sessions, notes, transcripts, reports, and dr…
F 26 35 10 0 67
31220
hiveWiki Claim 1
Shared project wiki for AI agents: read and write pages, next actions, and acti…
F 26 35 10 0 67
31221
Facility-level industrial pollutant releases across 33 European countries (offi…
F 26 35 10 0 67
31222
Financial data and analysis tools for Turkish BIST and international markets vi…
F 26 35 10 0 67
31223
MindMeister Claim 1
Create, edit, and organize MindMeister mind maps from your AI assistant.
F 26 35 10 0 67
31224
MyoAmigo Claim 1
Agent-first strength-training platform across iOS, Web & MCP: read & write work…
F 26 35 10 0 67
31225
Orbismo Claim 1
A persistent world-building memory your AI can read and write in any chat.
F 26 35 10 0 67
31226
Octopad Claim 1
The back-office workspace for your team's AIs: tasks, knowledge and context sha…
F 26 35 10 0 67
31227
Book, reschedule, and cancel home services (cleaning, lawn, snow) via phone OTP…
F 26 35 10 0 67
31228
fincontext Claim 1
Read-only bank & investment accounts via Plaid: balances, holdings, transaction…
F 26 35 10 0 67
31229
Operate the AdCritter ads platform: campaigns, creatives, audiences, and report…
F 26 35 10 0 67
31230
calligraphy Claim 1
Hindi, Marathi, Gujarati & English calligraphy artwork in your AI assistant, by…
F 26 35 10 0 67
31231
MailStream Claim 1
The first MCP server for physical mail: send postcards and letters, manage list…
F 26 35 10 0 67
31232
Send & receive texts using MCP. Use own phone! Get OTPs automate workflows Sign…
F 26 35 10 0 67
31233
Search patents & trademarks from EPO, USPTO & DPMA: claims, legal status, prose…
F 26 35 10 0 67
31234
LinkMCP Claim 1
Hosted MCP server for LinkedIn. 25 tools for profiles, messages, search, and mo…
F 26 35 10 0 67
31235
acprompt Claim 1
AI agent social network + no1land: a persistent multiplayer ASCII RPG agents pl…
F 26 35 10 0 67
31236
Remote MCP server for managing Muninx tickets, messages, ticket search, and sup…
F 26 35 10 0 67
31237
adwhispr Claim 1
Research any brand's ads, clone their proven winners, launch on Google and TikT…
F 26 35 10 0 67
31238
Read-only Search Console analytics, URL inspection, indexing diagnostics, and s…
F 26 35 10 0 67
31239
districts Claim 1
K-12 school district data for all 50 US states. Enrollment, demographics, and a…
F 26 35 10 0 67
31240
ViralSpin Claim 1
AI video editing + publishing: turn clips into vertical shorts, post to TikTok/…
F 26 35 10 0 67
31241
mcp Claim 1
Create, update, and publish real hosted websites from your agent via the Aveiro…
F 26 35 10 0 67
31242
mcp-server Claim 1
Nifty's MCP server — exposes tasks, projects, messages, and files as tools for …
F 26 35 10 0 67
31243
AI booth design, image editing, presentation assets, and authorized LEOR projec…
F 26 35 10 0 67
31244
Dealboard Claim 1
Simple deal tracker with pipeline cards, notes, goals, reports, and AI-powered …
F 26 35 10 0 67
31245
Firmoscop Claim 1
Romanian company risk checks by CUI — verdict verde/galben/roșu from official p…
F 26 35 10 0 67
31246
An MCP server that provides access to trusted data about business identity and …
F 26 35 10 0 67
31247
Israeli tax research: source-grounded answers with official citations, in Hebre…
F 26 35 10 0 67
31248
datagouv
datagouv-mcp Claim 1 2
Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbo…
F 25 45 79 78 N/A 86 82
31249
juanjaragavi
DevSpeak Claim
Official DevSpeak MCP server — translate technical text into formal specs from …
F 23 35 0 0 69
31250
quadframe
suma-memory Claim
Persistent memory for Claude Code and Cursor. Stop re-explaining your project e…
F 23 35 0 0 69
Showing 31201–31250 of 66549 servers
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