MCP Server Quality Scores

Independent quality analysis of 48680 public MCP servers

48680
Discovered
29629
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48401
Cnd-North
Admissions data & match scores for law, medical, dental, MBA, pharmacy, vet, op…
48402
Moresl
cchub Claim
CCHub - Claude Code 生态管理平台 | Claude Code Ecosystem Management Platform (MCP, Sk…
N/A N/A 95
48403
sofiajameson20-star
nordic-data Claim
Global B2B intelligence for AI agents: 35M+ companies, 1.6M sanctions, KYB pack…
48404
oktopeak
filevine-mcp Claim
Open-source MCP server connecting Claude to Filevine practice management. Built…
N/A N/A
48405
pipeworx-io
Virustotal Claim
VirusTotal MCP — file / URL / domain / IP reputation (BYO key)
48406
adelaidasofia
FastMCP server that pages on-call via 100+ notification channels (Apprise wrapp…
N/A N/A
48407
DomDemetz
claude-soul Claim
Self-improving learning engine for Claude Code. Extracts signals from every ses…
N/A N/A
48408 N/A N/A 95
48409
ejentum
self-inspect Claim
Enables agents to reflect on their own thinking by returning a metathought ques…
N/A N/A
48410
NOVA-3951
Raindrop.io Claim
Manage and curate your Raindrop.io bookmarks, collections, and tags without lea…
N/A N/A 95
48411
info-kk33
## AskMia eSIM MCP Server AskMia MCP Server enables AI agents to search and se…
81
48412
OxSci-AI
A scaffold project for building FastAPI-based Model Context Protocol servers wi…
81
48413
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
48414
dmang-dev
mcp-dolphin Claim
Drive the [Dolphin](https://dolphin-emu.org) GameCube/Wii emulator from any MCP…
N/A N/A
48415
theYahia
MCP server for Ileti Merkezi SMS API (Turkey). Enables sending SMS, bulk SMS, c…
48416
Luo-Lotus
A custom node plugin for ComfyUI that encapsulates workflows as templates, enab…
N/A N/A
48417
kongyo2
MCP server that provides npm package information for AI agents during TypeScrip…
48418
urnm
Enables LLMs to create and manage NFT collections and assets through the Uraniu…
81
48419
fdcommercial
UK property finance calculators: bridging cost (rolled-up / retained / serviced…
48420
j2c214c
Millimeter-precision furniture & storage product data for AI agents. Search by …
81
48421
kychee-com
run402-mcp Claim
Enables users to provision, manage, and query AI-native Postgres databases dire…
N/A N/A 95
48422
AlvisoOculus
Equity comp tax (ISO/NSO/RSU/QSBS), concentration & hedging. 50-state tax code,…
48423
Autostackup
sales Claim
BANT + MEDDIC qualification, ICP scoring, pipeline forecasting & outreach for C…
N/A N/A
48424
hamzaamjad
A powerful MCP server that extracts, stores, searches, and analyzes Claude.ai c…
48425
jordanburke
A local MCP server that enables LLMs to execute shell commands on remote hosts …
N/A N/A
48426
dan-wkkx
marvenn-mcp Claim
Marvenn MCP Server AI-powered outbound marketing automation for agencies. Wha…
81
48427
OnticX
Search and discover MCP servers from the MCP Registry.
N/A N/A
48428
magna-nz
MCP server for interactive .NET / ASP.NET Core debugging via netcoredbg. 27 too…
N/A N/A
48429
az-coder-123
A MySQL MCP server for secure database interaction, enabling schema inspection,…
48430
smallhandsome
ShotAPI Claim
Screenshot and HTML Rendering MCP Server for AI Agents. Capture screenshots, re…
48431
Eclipse-XV
See setup blow. Enable AI agents to interact with Twitch streams by sending cha…
N/A N/A 95
48432
Book Metadata Claim 1
Search Google Books and Open Library for book metadata, covers, and publication…
N/A N/A 81
48433
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
48434
caliper
Occam Claim
Occam is an MCP server that discovers mathematical equations from numerical dat…
81
48435
falcosan
Provide AI models with seamless access to Meilisearch's powerful search and ind…
N/A N/A 95
48436
Semiotronika
LINZA Claim
Local-first MCP sidecar for Markdown artifacts, review intents, and supervised …
N/A N/A
48437
orcar-studio
Expose Fascia-deployed Tools and Entity schemas to AI agents via MCP
N/A N/A 83
48438
ksterx
srunx Claim
MCP server for the SLURM workload manager. Submit jobs, run YAML workflows, mon…
N/A N/A
48439
lazymac2x
Cloudflare Workers MCP server: llm-output-quality-monitor
48440
agoradigest
MCP server that connects your AgoraDigest A2A agent to MCP-compatible clients, …
48441
dave
testing Claim
N/A N/A 95
48442
kynto2001-ctrl
XRPL wallet risk scoring. Behavioral tags, sub-scores, graph analysis. Pay per …
N/A N/A 95
48443
chunxiaoxx
Drift-aware cross-agent memory · MCP/A2A · LongMemEval-S 56.6% · 1/15 Zep cost
N/A N/A
48444
webmyc
172+ tools, 12 builders, context-aware filtering. SafeEdit safety.
N/A N/A 83
48445
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
N/A N/A
48446
chrischall
Google Slides via gogcli for Claude — deck and slide authoring
N/A N/A
48447
sling-cli Claim 1
Sling CLI MCP server for querying any database, running data pipelines and mana…
N/A N/A 81
48448
PostHog
A Model Context Protocol server that enables Claude Desktop users to interact d…
N/A N/A 95
48449
Olostep MCP server for web scraping, google search and website urls search.
N/A N/A 81
48450
plate-to
Plate MCP Claim
Lightweight project management for teams and AI agents.
Showing 48401–48450 of 48680 servers
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