MCP Server Quality Scores

Independent quality analysis of 66534 public MCP servers

66534
Discovered
31851
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28551
prmail
FixPayment Claim 1
An MCP server for FixPayment creditors that simplifies account management, stat…
D 52 34 45 24 81
28552
victormpa
pocketbase-mcp Claim 1
A Model Context Protocol server that provides AI assistants like Claude with fu…
D 52 34 41 33 81
28553
nusagates
This MCP server provides a web-ready SSE bridge for Microsoft's Power BI Modeli…
D 52 34 42 32 81
28554
webmyc
Respira for WordPress Claim 1
MCP server for AI-assisted WordPress editing across 12 page builders. 172 tools…
D 52 34 39 37 81
28555
vnikhilbuddhavarapu
WikiJS MCP Server Claim 1
An MCP server that enables full management of WikiJS instances, supporting oper…
D 52 34 45 27 81
28556
adweave-ai
Meta Ads MCP server with 47 tools for campaigns, creatives, audiences, and insi…
D 52 34 36 39 81
28557
minio
Official MCP server for AIStor
D 52 34 50 16 81
28558
aryabhuptani
SparkMango Claim 2
A Model Context Protocol server that converts Solidity bytecode into functional…
D 52 34 49 18 81
28559
kurdish-tts-stt Claim 1
Kurdish (Sorani & Kurmanji) text-to-speech & speech-to-text — 664 AI voices. AP…
D 52 35 0 89 67
28560
library Claim 1
Verified doc corpora for agents: grep-first retrieval, hashed pages, Merkle+RFC…
D 52 25 36 67
28561
multilocale Claim 1
Manage translation projects, phrases and locales with secure organization-scope…
D 52 25 38 67
28562
FloB95
QRcodly Claim
Create, manage, and share QR codes and short URLs
D 52 45 56 0 78 81
28563
bbalakriz
Figma MCP Server Claim
Enables integration with Figma through the Model Context Protocol, allowing use…
D 52 34 42 29 81
28564
k1xme
schwab-mcp Claim 1
An MCP server that connects to the Charles Schwab brokerage API to enable accou…
D 52 34 45 27 81
28565
GAKUGO
Provides real-time and historical exchange rate data for JPY against major curr…
D 52 34 48 22 81
28566
arttttt
kernel-build-mcp Claim 1
An MCP server designed for remote Linux kernel cross-compilation over Tailscale…
D 52 34 45 27 81
28567
ral197979
A REST bridge that exposes Ava Agent's AI capabilities as MCP tools, enabling i…
D 52 34 44 25 81
28568
radiateb2b
mcp-linkedinads Claim
Analyse your LinkedIn Ads performance. Compare to benchmarks and get optimisati…
D 52 34 54 12 81
28569
DarkAngel-agents
MISP MCP Server Claim 1
A Model Context Protocol server that connects AI assistants to MISP threat inte…
D 52 34 45 25 81
28570
yripper
A Model Context Protocol server that runs on Cloudflare Workers with OAuth logi…
D 52 34 45 26 81
28571
DarkAngel-agents
OpenCTI MCP Server Claim 1
A Model Context Protocol server that connects AI assistants to OpenCTI threat i…
D 52 34 45 25 81
28572
lofibrainwav
BANANA-MCP Claim
An All-in-One Model Context Protocol Server Package that integrates 14 MCP serv…
D 52 34 48 19 81
28573
eversince-ai
A creative agent that plans and executes across image, video, and audio. Uses 3…
D 52 34 36 39 81
28574
jamesmurdza
An MCP server that enables users to control a full Chrome browser running in a …
D 52 34 45 27 81
28575
miguel1603
MCP SQL Server Claim 1
An MCP server that connects LLMs to SQL databases for development assistance, e…
D 51 34 39 33 81
28576
AI-powered SEO and marketing: keyword research, SERP analysis, and content opti…
D 51 35 86 0 67
28577
Siddharth-Basale
An MCP server that diagnoses GitHub Actions workflow failures and automatically…
D 51 34 41 28 81
28578
SuryaNangunuri31
A FastAPI-based server that enables executing SQL queries, managing database co…
D 51 34 42 25 81
28579
ekaibide
An HTTP server that exposes Last.app's MCP as a remote endpoint for Claude Desk…
D 51 34 42 27 81
28580
anhtuanluu
A FastMCP-based server designed for the banking and fintech domains, providing …
D 51 34 42 25 81
28581
gloryfham
MCP server for querying Glory trust products and corporate secretarial services…
D 51 34 39 32 81
28582
thao12345310
Automates research workflows by collecting, summarizing, and categorizing AI te…
D 51 34 42 25 81
28583
W-Abel-jia
YAPI MCP Server Claim 2
An MCP server for the YAPI interface management platform that enables users to …
D 51 34 39 30 81
28584
dhks77
Enables secure SSH access to servers through a gateway with Kerberos authentica…
D 51 34 42 27 81
28585
karthikeyanramu
This MCP server enables intelligent API testing automation by combining RAG kno…
D 51 34 42 28 81
28586
brianxiadong
A Spring AI MCP-based service for retrieving ONES Waiki content and converting …
D 51 34 50 14 81
28587
4bots-content Claim 1
Daily content for AI agents. History, chess, investing, wrongology, more. 10 ch…
D 51 35 86 0 67
28588
endorhq
cli Claim
Endor lets your AI agents run services like MariaDB, Postgres, Redis, Memcached…
D 51 34 48 17 81
28589
rootio-avr
root Claim
MCP server that provides container image vulnerability scanning and remediation…
D 51 34 36 31 86
28590
baselight Claim 1
Query Baselight's public catalog of 70,000+ datasets — finance, demographics, s…
D 51 35 86 0 67
28591
econ-watch
Exposes provider-specific tools and relays HTTP requests to configured provider…
D 51 34 42 27 81
28592
srotzin
Trust & settlement for AI agents: DID, ZK reputation, audit, USDC/USDCx/USAD/AL…
D 50 45 60 0 61 81
28593
justinmclean
Podlings MCP Claim 1
An MCP server for accessing and analyzing Apache Software Foundation Incubator …
D 50 34 33 37 81
28594
Bobby-cell-commits
Open Brain Claim
Graph-structured MCP memory server. 37.2% LongMemEval. Auto dedup, themes, deca…
D 50 45 64 0 53 81
28595
gleanwork
Remote MCP Server that securely connects Glean Enterprise Knowledge with your I…
D 50 45 52 0 73 81
28596
dodou
Enables Brave Search via MCP, deployed on Railway for seamless integration with…
D 50 34 40 27 81
28597
euclidtools
Euclid Claim
AI agents hallucinate math. Euclid fixes that. Connect once and give your agent…
D 50 34 42 24 81
28598
abstracta
This project implements a customizable MCP server to execute RTE protocol. The…
D 50 34 36 33 81
28599
traffiycom-ui
PaidSync.ai Claim
Manage Google Ads, Meta Ads, and LinkedIn Ads through AI. 200+ tools, full read…
D 49 45 64 0 47 81
28600
lovelts
lark-mcp Claim 1
An MCP server that enables AI assistants to search, read, create, and update Fe…
D 49 34 33 32 81
Showing 28551–28600 of 66534 servers
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