MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29310
Scored
2098
Verified
16952
Complete

Last updated 1 hour, 3 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35501
pelaris
Pelaris Claim
AI fitness coaching through any MCP-compatible AI assistant. 21 tools for perso…
81
35502
HaveBlue997
MCP server for OFAC SDN sanctions screening. Check names against US Treasury sa…
81
35503
vinvuk
Query Swedish public data from AI tools. Includes company data, SCB statistics,…
N/A N/A
35504
bram2w
baserow Claim
Baserow database integration with table search, list, and row create, read, upd…
N/A N/A 95
35505
HliB8113
o1table Claim
N/A N/A 95
35506
microsoft
test_mcp Claim
N/A N/A 95
35507
janbruinier
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
N/A N/A 95
35508
lazymac2x
Cloudflare Workers MCP server: govdata-korea
35509
bissuh
Brazilian investment-fund analytics for AI clients via the Model Context Protoc…
35510
johnisanerd
Search Google Scholar for academic papers, citations, and author profiles.
35511
stedwick
MCP server for Codecov that provides tools to get commit coverage totals and pr…
35512
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
35513
@sseaan
mcp-server-inbox Claim
N/A N/A 95
35514
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
35515
blake365
Read-only MCP server for options research with server-side filtering to reduce …
35516
hypeprinter007-stack
anchor-x402 Claim
14-tool x402 MCP: 9 onchain primitives + 5 LLM endpoints. USDC pay-per-call on …
N/A N/A
35517
toreva
toreva Claim
Non-custodial execution primitives for Solana. Best-execution routing across Ju…
81
35518
Mr-Web3
Enables developers to build Base mini apps from start to finish with 10 special…
N/A N/A 95
35519
cdnsteve
Persistent knowledge memory for AI agents. Hybrid search, code graph, pgvector.
N/A N/A 81
35520
jekyll-001
Wraps Chrome DevTools Protocol to provide AI agents with low-level browser debu…
N/A N/A
35521
emergencescience
mcp Claim
Post bounties, solve tasks, earn credits on Emergence Science — the agent econo…
N/A N/A
35522
vinitshahdeo
rewind-mcp Claim
Enables developers to recover their working context after interruptions by anal…
N/A N/A
35523
CSOAI-ORG
sql-builder-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35524
0N3X-Tech
cpcmcp Claim
N/A N/A 95
35525
rezi-io
Rezi MCP Claim
Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…
81
35526
remoprinz
First production Authority-MCP. W3C VC attested by Jassverband Schweiz.
35527
einiba
Confidence-scored domain availability checking for AI agents via CanYouGrab.it
35528
ejentum
ejentum-mcp Claim
Reasoning Harness for agentic AI: 4 tools inject NL procedures + executable rea…
35529
davidmosiah
strava-mcp Claim
Privacy-first MCP server for Strava activities, streams, routes and training.
N/A N/A
35530
joshuaogabriel
Australian advertising & marketing compliance for AI assistants. Scan websites,…
81
35531
SiwuXue
ziwei-mcp Claim
A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates a…
N/A N/A
35532
harrison
ai-counsel Claim
🐍 🏠 🍎 🪟 🐧 - Deliberative consensus engine enabling multi-round debate between A…
N/A N/A 95
35533
CSOAI-ORG
landlaw-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35534
taskman-london
TaskMan of London lets AI agents help users find, price, and book real home ser…
81
35535
hiltonbrown
A template for building MCP servers in Next.js applications using the Vercel MC…
81
35536
HarimxChoi
Google search via Playwright with a warm Chrome profile. No API key, no proxies.
N/A N/A
35537
mockzilla
Mockzilla Claim
MCP server for mockzilla. Lets coding agents (Claude Desktop, Cursor, etc.) ins…
35538
axel-belfort
Password strength evaluation API for AI agents. Score 0-100 with entropy bits, …
N/A N/A 95
35539 N/A N/A 95
35540
daniel.larson
testproject Claim
N/A N/A 95
35541
u9401066
Provides validated clinical scoring tools for AI agents via MCP, with evidence-…
35542
digitaldefiance
Enterprise debugging for Node.js/TypeScript with 25+ tools: breakpoints, profil…
N/A N/A 95
35543 N/A N/A 95
35544
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
81
35545 N/A N/A 95
35546
tarunjain15
A framework for building hot-loadable MCP tools that feature conversational neg…
81
35547
bluetieroperations-create
blackwall Claim
Pre-action risk gate: AI agents call before any irreversible action (money, SQL…
N/A N/A
35548
guleki
Geolocate Me Claim
# Geolocate Me **Give any AI assistant real-time access to your phone's GPS.**…
81
35549
zrszrszrs
zz Claim
N/A N/A 95
35550
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
N/A N/A
Showing 35501–35550 of 41393 servers
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