MCP Server Quality Scores

Independent quality analysis of 66502 public MCP servers

66502
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 4 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52051
vignitin
Enables natural language management of Juniper Apstra datacenter networks, incl…
52052
Sora-bluesky
Provides real-time access to Japanese building standards laws and regulations f…
N/A N/A
52053
carlosmgv02
Professional AI-powered architecture diagram generator with multi-cloud support…
N/A N/A
52054
theYahia
xendit-mcp Claim
MCP server for Xendit payment gateway (Indonesia/Philippines) that provides too…
52055
simonether
kwork-mcp Claim
MCP server that exposes 25 tools for the Kwork freelance marketplace — browse p…
52056
kirkwat
A minimal MCP server that auto-generates tools from your OpenAPI spec, optimize…
52057
charliemday
Exposes tools to list and save prompts from the Pretty Prompt library, enabling…
52058
StelaSpace
Publish AI-generated HTML (dashboards, reports, docs) to permanent, sandboxed, …
N/A N/A
52059
Avierovich
OpenPitch Claim
Open, sourced, confidence-scored intelligence on AI startups - a free PitchBook…
N/A N/A
52060
devyeshtandon
Compose fake chat conversations and receive deep links to a pre-filled generato…
52061
pipeworx-io
mcp-gtin Claim
Provides GTIN barcode validation and check digit computation for EAN-13, UPC-A,…
52062
avijeett007
testCal Claim
Enables users to get and set meeting appointments in Google Calendar.
52063
benamaraissam
mcp-sql Claim
An extensible read-only MCP server for SQL databases, enabling schema explorati…
52064
hyl64
Enables AI coding assistants to control JLCPCB EDA for PCB automation, exposing…
N/A N/A
52065
somyabhadada
A learning-focused MCP server that provides tools for current time, arithmetic,…
N/A N/A
52066
CSOAI-ORG
pdf-merge-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52067
Joopsnijder
A modern MCP server that provides Claude Desktop with the ability to store and …
N/A N/A
52068
scottlz0310
Minimal MCP server for testing client support for resources/subscribe and notif…
52069
karthik-couchbase
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
N/A N/A
52070
gptForYou
FinData Claim
MCP server providing professional financial data access for LLMs through provid…
52071
pipeworx-io
Enables querying the French National Assembly data, including deputies, interve…
52072
HarperZ9
Local-first MCP tools for AI-assisted work receipts, workspace maps, routing le…
N/A N/A
52073
Model Radar Claim 1
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
N/A N/A 81
52074
EliasOulkadi
shokunin Claim
職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. Chr…
N/A N/A HT
52075
baekjoohoon
Helps school, academy, kindergarten, and club operators quickly generate notice…
52076
DataCleaninghash
A sophisticated MCP server providing powerful file search capabilities includin…
N/A N/A
52077
luminati-io
Discover, extract, and interact with the web - one interface powering automated…
81
52078
kevin0195
Enables award flight search across 20+ airline programs using PointsYeah, with …
N/A N/A
52079
hallboys
Enables Claude to interact with Acumatica ERP through a remote MCP server with …
52080
Gitlawb
memlawb Claim
Zero-knowledge, self-hostable MCP server providing encrypted durable memory for…
N/A N/A
52081
BowTiedSwan
Enables local MCP clients to interact with xAI Grok through OAuth PKCE, support…
N/A N/A
52082
DrewDawson2027
Recast MCP Claim
Enables AI assistants to fetch clean text from any URL and repurpose it into pl…
N/A N/A 95
52083
faridmth
Enables AI assistants to capture screenshots of any public URL, returning image…
52084
Bone2510
MCP server for LaSuite Docs API, enabling operations like list, read, create, u…
N/A N/A
52085
Wislist
Enables AI agents to manage AzurLaneAutoScript (ALAS) automation: start/stop pr…
N/A N/A
52086
flic
Exposes Node-RED flows as MCP tools for AI assistants, with OAuth protection an…
52087
kent-tokyo
shohei Claim
Rust infrastructure diagnostics MCP server for AI agents: DNS checks, TLS certi…
52088
choipureum
Enables reading and analysis of PDF, Excel, Word, and PowerPoint files through …
N/A N/A
52089
nzwi263
A boilerplate MCP server built with Python and FastMCP, ready for deployment on…
52090
WinstonFassett
An MCP server that enables searching Genius.com for artists, songs, and albums,…
52091
CSOAI-ORG
slugify-ai-mcp MCP server by MEOK AI Labs
N/A N/A
52092
anatolykoptev
gtr-mcp Claim
An MCP server that wraps git-worktree-runner to enable AI agents to manage git …
N/A N/A
52093
jackccrawford
sendblue-mcp Claim
Enables AI agents to send SMS/iMessage and check replies via Sendblue API using…
52094
NomadsResearch
Provides a memory layer for personal agents, enabling MCP-compatible agents to …
52095
joni911
Enables deep research and web search via You.com API from any MCP client, with …
N/A N/A
52096
facundozupel
Enables professional SEO/SEM research with geolocalized keyword discovery, comp…
N/A N/A
52097
pawelojdowski
SAOS MCP Claim
Provides access to Polish court judgments from the SAOS database. Enables searc…
52098
areebahmeddd
Remote MCP server executor on Cloudflare Workers that runs Python-based tools f…
52099
bsrishi
Drivara Claim
Read-only access to your Drivara fleet — jobs, drivers, vehicles, fuel, profit …
52100
ComputingVictor
Enables users to search Spanish judicial rulings and extract text from resoluti…
Showing 52051–52100 of 66502 servers