MCP Server Quality Scores

Independent quality analysis of 58579 public MCP servers

58579
Discovered
29876
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17051
nulib
Agent integration with the Northwestern University Libraries Digital Collection…
B 82 55 94 88 90 48 81
17052
rhoneybul
AI cycling coach — training plans and beginner guidance via the Etapa API.
B 82 55 78 95 96 55 81
17053
atomadictech
Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, …
B 82 55 84 90 100 47 81
17054
srotzin
A/B experiment runner for the A2A network with x402 micropayments on Base USDC.
B 82 55 90 66 100 66 81
17055
sunholo-data
AILANG Parse Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
B 82 55 96 72 90 79 69
17056
Crindo2
Find 76,000+ curated healthcare service vendors across 25 categories and all 50…
B 82 55 100 80 100 29 81
17057
molt2meet-org
Molt2Meet Claim
Dispatch real-world physical tasks to verified human operators. Escrow or direc…
B 82 55 90 100 85 45 81
17058
78degrees
quantrisk Claim
Portfolio risk analytics MCP server — VaR, Monte Carlo, stress testing, and mor…
B 82 55 96 80 99 54 69
17059
srotzin
Routes blockchain address screening to third-party KYC/AML providers and checks…
B 82 55 90 66 100 65 81
17060
srotzin
Hive DePIN Claim
MCP server: DePIN reward routing, capacity verification, settlement reports · H…
B 82 55 90 66 100 68 81
17061
xyver
CIA World Factbook country indicators: infrastructure, energy, demographics, ec…
B 82 55 100 76 94 46 81
17062
0ics-srls
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Pyth…
B 82 55 90 100 85 41 81
17063
srivastsh
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
B 82 55 96 96 99 20 81
17064
babyblueviper1
Bitcoin/Lightning AI agent platform: paid reasoning, browser/code exec, sats ma…
B 82 55 96 66 91 70 81
17065
ICME-Lab
Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK p…
B 82 55 96 86 94 38 81
17066
xaviviro
Connects LLMs to over 2,850 datasets from 13 Catalan and Spanish open data port…
B 82 55 96 80 88 57 81
17067
zse4321
External anchoring layer: records AI agent accountability boundaries on both si…
B 82 55 84 96 92 49 81
17068
srotzin
Hive Evaluator Claim
MCP server: NEED + YIELD + CLEAN-MONEY gates with EIP-3009 attestations · Hive …
B 82 55 90 66 100 68 81
17069
srotzin
Insurance brokerage for AI agents — quote, bind, and settle in USDC
B 82 55 90 66 100 65 81
17070
cypress-io
Direct access to Cypress tests results and accessibility reports in your AI wor…
B 82 55 96 80 95 44 81
17071
chia-health
Licensed US telehealth — GLP-1 medications, intake, consents, Stripe ACP. HIPAA…
B 82 55 96 80 97 43 81
17072
goodmeta
intelligence-mcp Claim
Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for a…
B 82 55 96 93 85 55 69
17073
LocalProDev
Verified US local service providers across 10 home-services trades. Ratings, ho…
B 82 55 96 84 99 38 81
17074
emailens
Emailens MCP Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
B 82 55 96 84 95 56 69
17075
iarmankhan
agentic-debugger Claim
An MCP (Model Context Protocol) server that enables interactive debugging with …
B 81 44 84 91 N/A 46 95
17076
srotzin
Hive Flag Claim
Feature flag service for safe rollouts across the Hive agent fleet
B 81 55 96 52 100 69 81
17077
apetta
Vibe Math MCP Claim
Provides 21 mathematical tools across 6 domains including basic calculations, a…
B 81 44 84 87 68 81
17078
makloai
MCP server for Dashform (getaiform.com) - create and manage AI-powered forms, q…
B 81 55 94 88 88 41 81
17079
node2flow-th
MCP server for Google Docs — create, read, edit, format, and manage documents t…
B 81 55 85 80 100 49 81
17080
GetColby
Book a San Francisco apartment cleaning. $40/hr, weekends 8am-6pm PT, SF only.
B 81 55 90 80 100 40 81
17081
bch1212
agent-commerce-mcp Claim
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, a…
B 81 55 96 74 92 53 81
17082
GNS-Foundation
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governan…
B 81 55 96 88 94 32 81
17083
andrewmpierce
Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube …
B 81 55 100 56 100 71 69
17084
cyanheads
calculator-mcp-server Claim 1
Evaluate, simplify, and differentiate mathematical expressions.
B 81 55 96 80 94 58 69
17085
cyanheads
Decode VINs, search recalls, complaints, crash ratings, and investigations.
B 81 55 96 80 93 57 69
17086
agentindexworld
agentindexworld Claim
26651 agents scanned 48137 SHA-256 blocks in an immutable chain 1169 Bitcoin an…
B 81 55 96 80 85 50 81
17087
Korext
Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.
B 81 55 96 72 97 46 81
17088
srotzin
Hive Swap Claim
Cross-chain token swaps for autonomous agents on Base L2 and partner rails
B 81 55 86 80 100 47 81
17089
cyanheads
Query FDA data on drugs, food, devices, and recalls via openFDA. Provides 12 to…
B 81 55 100 80 94 57 61
17090
srotzin
Hive Barter Claim
Multi-party agent barter — non-cash capability exchange with cryptographic rece…
B 81 55 86 66 100 70 81
17091
Agents365-ai
asta-skill Claim
Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). …
B 81 55 100 70 98 42 81
17092
srotzin
Hive Auction Claim
Sealed-bid and English auctions for agent capabilities and compute time
B 81 55 86 66 100 69 81
17093
phantom
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
B 81 55 84 100 88 40 81
17094
mkibrick
CompShop Claim
Search 350+ compensation surveys by industry, region, or job title. Independent…
B 80 55 86 89 96 34 81
17095
arpe-io
fasttransfer-mcp Claim 1
MCP server for FastTransfer — high-performance parallel data transfer between d…
B 80 44 77 74 N/A 71 95
17096
vbhjckfd
Real-time Lviv (Ukraine) public transport: stop arrivals, live vehicle position…
B 80 55 86 71 97 58 81
17097
eins78
Swiss weather data for AI assistants — forecasts, measurements, stations, polle…
B 80 44 80 92 62 81
17098
cyanheads
Access FEC campaign finance data through MCP. Query data about candidates, mone…
B 80 55 100 80 93 57 61
17099
gplanchat
Enables HTML page analysis, verification, and automated correction using Playwr…
B 80 44 84 100 N/A 27 95
17100
AlgoVaultLabs
Quant trading signals, funding rate arb scanning, and market regime detection f…
B 80 55 90 85 88 48 81
Showing 17051–17100 of 58579 servers
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