MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
24959
Scored
1398
Verified
16957
Complete

Last updated 3 hours, 5 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
32651
MCP-Mirror
Enables AI agents to interact with the Brex financial platform, allowing access…
81
32652
smithery-mcp Claim
N/A N/A
32653 N/A N/A
32654
im_builder Claim
N/A N/A
32655
ROHWOOCHUL
test11 Claim
N/A N/A 95
32656
AlexGHerrera
An MCP server that orchestrates parallel searches for flights, hotels, and acti…
32657
xie38388
looply Claim
Looply AI call center MCP Server - manage calls, leads, contacts, and analytics.
N/A N/A 75
32658
sapph1re
Synthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. P…
N/A N/A
32659
Article 50 + C2PA + SynthID + perceptual fingerprint. EU 2 Aug 2026 cliff.
N/A N/A
32660
mirelia
# Mirelia AI-Ready Patent Intelligence (MCP Server) A fully autonomous, machin…
81
32661
spaceship-mcp Claim 1
Manage domains, DNS records, contacts, marketplace listings, and more via the S…
N/A N/A 81
32662
semamerge Claim
Detects semantic merge conflicts between Git branches using AST-level analysis
N/A N/A
32663
stdio bridge for the local Unity Editor MCP server from FunplayAI/funplay-unity…
N/A N/A
32664
NFT collection floor price, volume, holders, rarity rank via Reservoir. ETH + B…
32665
vdineshk
Runtime behavioral trust scoring for MCP servers. Check reliability before call…
32666
NameetP
pdfmux Claim
PDF-to-Markdown router. Per-page backend selection + confidence scoring for RAG…
N/A N/A
32667
Let your agent discovery any product on the internet. Earn commissions when you…
N/A N/A
32668
duvomike
pjp-mcp Claim
Find companies in HubSpot by name or domain to enrich research and outreach. Ge…
N/A N/A 95
32669
shadabbi
Enables comprehensive GitHub PR reviews through Cursor's AI by fetching PR diff…
N/A N/A 95
32670
niusulong
Enables AI assistants to interact with physical serial port devices across plat…
N/A N/A 95
32671
Cloud-hosted MCP server for durable AI memory
32672
Convert markdown to clean HTML with headings, lists, code blocks. x402 micropay…
32673
brivvyHQ
Brivvy MCP Claim
Brivvy MCP (OAuth): on-brand AI content, voice rules, templates, glossary.
32674
ub-dev-7
Provides 11 powerful tools for Angular development with enterprise-grade templa…
81
32675 N/A N/A 95
32676
HiveLaw Claim
Governance framework, dispute resolution, and arbitration for agents
32677
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
32678
GeraSkills MCP — search and install robot capability packs on behalf of an oper…
N/A N/A
32679
annibale-x
webshift Claim
Rust MCP server for denoised web search — fetch, clean, and rerank web content …
N/A N/A
32680
bondedpath
The BondedPath MCP Server allows AI assistants to instantly search and discover…
32681
pishnuke
Enables fetching market and options data including OHLCV prices, option chains,…
81
32682 N/A N/A 95
32683
Merit-Systems
agentcash Claim
Generic MCP server for calling x402-protected APIs with automatic payment handl…
N/A N/A
32684
KeithWyatt
Repair or replace? Get device repair costs, local shops, trade-in values.
N/A N/A 95
32685
hostaway Claim
Hostaway PMS: reservations, listings, calendars, financials, and guest messagin…
N/A N/A
32686
anotherben
Transforms static coding standards into a queryable live data store for AI agen…
32687 N/A N/A
32688
amir_shocknews
test Claim
N/A N/A 95
32689
theYahia
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation,…
N/A N/A
32690
quack2025
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
N/A N/A
32691
Nass Claim
NASS MCP — USDA National Agricultural Statistics Service (Quick Stats)
32692
Test webhook endpoints — send requests, measure latency, validate responses. …
32693
hr-faq-rag Claim
MCP server that enables querying an HR FAQ document via RAG, returning accurate…
N/A N/A
32694
QueueSim Claim
QueueSim is a free Model Context Protocol server that gives Claude — and any MC…
32695
Pipeworx Catalog MCP — Exposes the full Pipeworx platform to Claude
32696
Crypto wallet balances, ERC-20 tokens, USD values across Base and Ethereum. x40…
32697
QuartzUnit
Embgrep Claim
Local semantic search — embedding-powered grep for files, zero external service…
N/A N/A 95
32698
MeirKaD
Find current information across major search engines and extract web pages into…
N/A N/A 95
32699 N/A N/A 95
32700
0x3at
tasks Claim
N/A N/A 95
Showing 32651–32700 of 33379 servers
« Prev 1 652 653 654 655 656 668 Next »