MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 1 week, 5 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
501
madeinplutofabio
pic-standard Claim
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify inte…
B 84 54 78 75 N/A 89 92 91
502
cherchyk
MCP Browser Claim
Fetch web pages using Chrome/Edge browser with auth, anti-bot, and JavaScript r…
B 84 54 84 71 N/A 78 95 94
503
cheezcake
Aidderall MCP Server Claim 1
Provides AI assistants with a hierarchical task management system that maintain…
B 84 55 94 100 N/A 44 95 73
504
dannyshaw
Enables AI assistants to interact with the Pocketsmith personal finance API to …
B 84 55 94 91 66 82 78
505
disco-trooper
apple-notes-mcp Claim 1
Apple Notes MCP with semantic search, hybrid vector+keyword search, full CRUD o…
B 84 54 100 72 N/A 55 92 92
506
nullpath-labs
mcp-client Claim 1
AI agent marketplace with x402 micropayments. Discover, execute, and pay agents…
B 84 55 96 71 75 82 94
507
damms005
DevDb MCP Server Claim
DevDb MCP Server
B 84 54 84 68 N/A 89 87 94
508
4rgon4ut
sutra Claim 2
Context Engineering Engine. Provides cognitive tools, memory structures, and ag…
B 84 55 84 82 N/A 73 95 82
509
grossiweb
Your agent shouldn't have to guess which model or tool to use. ToolRoute does …
B 84 66 96 68 97 55 81 95
510
kdpa-llc
local-skills-mcp Claim
Universal MCP server enabling any LLM or AI agent to utilize expert skills from…
B 84 54 84 62 N/A 84 95 96
511
pijusz
mcp-gads Claim
Google Ads MCP server — query campaigns, keywords, assets & more via natural la…
B 84 44 76 N/A N/A 70 95 94
512
BicameralAI
Bicameral MCP Claim
A provenance-aware decision ledger that maps meeting transcripts and PRDs to co…
B 84 44 90 N/A N/A 48 95 92
513
leap-laboratories
Disco Claim 1
Find novel, statistically validated patterns in tabular data — hypothesis-free.
B 84 66 96 86 88 45 81 98
514
Pantheon-Security
notebooklm-mcp-secure Claim 2
Security-hardened NotebookLM MCP with post-quantum encryption
B 84 55 94 57 N/A 81 95 91
515
Vigile-ai
vigile-mcp Claim
Query trust scores for MCP servers and agent skills. Check if a tool is safe.
B 84 54 76 75 N/A 82 92 100
516
gomessoaresemmanuel-cpu
LinkedIn prospection automation — find leads, score (fit+intent+urgency), quali…
B 84 44 82 N/A N/A 53 95 97
517
RapierCraft
Perplexity-Comet-MCP Claim 1
MCP server connecting Claude Code to Perplexity Comet browser. Autonomous web b…
B 84 54 94 58 N/A 80 90 99
518
v-checha
mcpkit Claim
MCPKit is a TypeScript library that lets you build MCP servers using decorators…
B 84 54 84 61 N/A 84 92 100
519
MakingChatbots
Enables interaction with Genesys Cloud's Platform API to search queues, analyze…
B 84 55 90 73 77 82 99
520
fantasy090633
mcp-server-mysql Claim
B 84 54 94 73 N/A 53 95 97
521
littlebearapps
outlook-assistant Claim
Microsoft Outlook MCP server — 22 tools for email, calendar, contacts, and mail…
B 84 55 96 83 N/A 83 83 73
522
hanlulong
Provides a bridge between Stata statistical software and code editors like VS C…
B 84 54 96 56 N/A 80 90 99
523
simonl77
Salesforce MCP Server Claim 1
Enables natural language interactions with Salesforce data and metadata, suppor…
B 84 55 86 100 54 81 87
524
planexeorg
PlanExe Claim
Create a plan from a description in minutes. The generated plan contains: Gant…
B 84 66 90 74 98 55 80 99
525
ericbfriday
Enables LLMs to perform basic mathematical operations (add, subtract, multiply,…
B 84 66 86 100 95 21 81 100
526
chrisribe
🧠 Persistent local memory for AI assistants across conversations. SQLite, no cl…
B 84 55 94 83 N/A 70 91 75
527
loglux
WhatsApp MCP server over Streamable HTTP with web admin UI (QR/status/settings)…
B 84 54 100 63 N/A 72 90 90
528
n0zer0d4y
Chronos Protocol Claim 2
Provides time intelligence, persistent memory and complete traceability for AI …
B 84 55 90 100 49 81 87
529
iamsrikanthnani
mcp-boilerplate Claim
A powerful, production-ready MCP server implementing the Model Context Protocol…
B 84 54 100 68 N/A 48 92 100
530
monetizeyouragent-fun
AI agent monetization directory with 75+ entries. Search, filter, and discover …
B 84 66 86 86 89 58 81 95
531
akshayvkt
Enables searching and retrieving transcripts from over 280 episodes of Lenny's …
B 84 66 100 80 99 35 81 95
532
neverinfamous
SQLite MCP server with 73 tools for JSONB, full-text search, geospatial, and an…
B 84 54 96 41 N/A 88 100 97
533
railwayapp
mcp-server Claim
Official Railway MCP server
B 84 54 90 72 N/A 63 95 97
534
SebastianMaciel
jsx-notation Claim
JSXN encoder/decoder — compact notation for React/Next.js files, optimized for …
B 84 55 78 100 N/A 64 89 81
535
gavdilabs
cap-mcp-plugin Claim
MCP (Model Context Protocol) server plugin for CAP NodeJS
B 84 54 90 72 N/A 77 90 88
536
VectifyAI
pageindex-mcp Claim
Reasoning-based RAG system for chatting with long PDFs. Supports local and onli…
B 84 55 94 72 N/A 84 80 91
537
cyanheads
A Perplexity API MCP server that unlocks Perplexity's search-augmented AI capab…
B 84 54 94 75 N/A 64 92 91
538
timothywarner-org
Local JSON memory store for context engineering with GitHub Copilot and MCP cli…
B 84 54 90 62 N/A 79 95 92
539
kapillamba4
meta-prompt-mcp Claim
MCP server providing official Google and Anthropic prompting guides for meta-pr…
B 84 55 70 87 N/A 68 95 100
540
verygoodplugins
MCP Evernote Claim
Evernote note management with OAuth and ENML conversion
B 84 54 100 63 N/A 61 95 95
541
MariusAure
NeedHuman Claim
Human-as-a-Service for AI agents. Delegate tasks that need a real human, get re…
B 84 66 100 80 94 56 69 93
542
meysam81
Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a s…
B 84 54 84 66 N/A 85 90 99
543
kbsooo
MCP_Atom_of_Thoughts Claim 1
Atom of Thoughts (AoT) MCP is a server that decomposes complex problems into in…
B 84 55 96 100 N/A 48 81 83
544
palhamel
46elks MCP Server Claim
Enables AI assistants and MCP-compatible clients to send and manage SMS message…
B 84 55 90 65 88 81 98
545
ryanmazzolini
Minimal Godot MCP Claim
Provides instant GDScript syntax validation and diagnostics by bridging Godot's…
B 84 54 90 58 N/A 76 95 99
546
Turbo-Puffin
Privacy-first web analytics. Query pageviews, referrers, trends, and AI insight…
B 84 66 100 62 95 64 81 93
547
Ansvar-Systems
cameroonian-law-mcp Claim 1
Cameroon legislation via MCP -- full-text search across statutes and provisions
B 84 64 92 73 92 46 95 94
548
sparkvibe-io
GuardianShield Claim 1
AI security layer: code scanning, PII detection, prompt injection, secrets, CVEs
B 84 55 90 100 N/A 75 95 53
549
elusznik
An MCP server that executes Python code in isolated rootless containers with op…
B 84 55 96 100 N/A 56 95 58
550
bitrise-io
Bitrise Claim 1
MCP Server for Bitrise, enabling app management, build operations, artifact man…
B 84 66 81 80 97 73 81 88
Showing 501–550 of 30006 servers
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