MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28871
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17051
goodmeta
intelligence-mcp Claim
Agent payments ecosystem intelligence. Scans GitHub/HN/npm across AP2, ACP, x40…
B 82 55 96 93 85 55 69
17052
srotzin
Hive Trade Claim
Agent-to-agent trading engine — orderbook, matching, atomic settlement
B 82 55 90 66 100 68 81
17053
srivastsh
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
B 82 55 96 96 99 20 81
17054
0ics-srls
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Pyth…
B 82 55 90 100 85 41 81
17055
srotzin
KYA agent identity verification and trust scoring for autonomous A2A networks
B 82 55 90 66 100 65 81
17056
ICME-Lab
Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK p…
B 82 55 96 86 94 38 81
17057
xyver
CIA World Factbook country indicators for infrastructure, energy, demographics,…
B 82 55 100 76 94 46 81
17058
Crindo2
Find healthcare service providers for medical practices. 100,000+ verified vend…
B 82 55 100 80 100 29 81
17059
xaviviro
opendata-cat Claim
Query 2,800+ Catalan open datasets from 13 portals. Real-time trains, budgets a…
B 82 55 96 80 88 57 81
17060
srotzin
Hive Evaluator Claim
Agent output evaluation, benchmarking, and quality scoring
B 82 55 90 66 100 68 81
17061
babyblueviper1
Lightning-native AI reasoning, decisions, memory & marketplace
B 82 55 96 66 91 70 81
17062
molt2meet-org
Molt2Meet Claim
Dispatch real-world physical tasks to verified human operators. Escrow or direc…
B 82 55 90 100 85 45 81
17063
srotzin
A/B experiment runner for the A2A network with x402 micropayments on Base USDC.
B 82 55 90 66 100 66 81
17064
sunholo-data
AILANG Parse Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
B 82 55 96 72 90 79 69
17065
srotzin
Hive Cdn Claim
Edge content delivery for autonomous agents — signed manifests, A2A authenticat…
B 82 55 90 66 100 69 81
17066
emailens
Emailens MCP Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
B 82 55 96 84 95 56 69
17067
nulib
Agent integration with the Northwestern University Libraries Digital Collection…
B 82 55 94 88 90 48 81
17068
cypress-io
Direct access to Cypress tests results and accessibility reports in your AI wor…
B 82 55 96 80 95 44 81
17069
srotzin
Insurance brokerage for AI agents — quote, bind, and settle in USDC
B 82 55 90 66 100 65 81
17070
cyanheads
Vehicle safety data from NHTSA — recalls, complaints, crash ratings, investigat…
B 81 55 96 80 93 57 69
17071
cyanheads
openfda-mcp-server Claim 1
Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Strea…
B 81 55 100 80 94 57 61
17072
cyanheads
calculator-mcp-server Claim 1
Calculator MCP server — evaluate, simplify, and differentiate math expressions.
B 81 55 96 80 94 58 69
17073
makloai
Connect AI assistants to Dashform — build and manage AI-powered forms, funnels,…
B 81 55 94 88 88 41 81
17074
iarmankhan
agentic-debugger Claim
An MCP (Model Context Protocol) server that enables interactive debugging with …
B 81 44 84 91 N/A 46 95
17075
GNS-Foundation
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governan…
B 81 55 96 88 94 32 81
17076
GetColby
Book a San Francisco apartment cleaning. $40/hr, weekends 8am-6pm PT, SF only.
B 81 55 90 80 100 40 81
17077
Korext
Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.
B 81 55 96 72 97 46 81
17078
srotzin
Hive Flag Claim
Feature flag service for safe rollouts across the Hive agent fleet
B 81 55 96 52 100 69 81
17079
srotzin
Hive Barter Claim
Multi-party agent barter — non-cash capability exchange with cryptographic rece…
B 81 55 86 66 100 70 81
17080
srotzin
Hive Auction Claim
Sealed-bid and English auctions for agent capabilities and compute time
B 81 55 86 66 100 69 81
17081
andrewmpierce
Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube …
B 81 55 100 56 100 71 69
17082
Agents365-ai
asta-skill Claim
Asta MCP skill — give Claude Code/Codex/Cursor/Windsurf/OpenClaw access to Sema…
B 81 55 100 70 98 42 81
17083
apetta
Vibe Math MCP Claim
Provides 21 mathematical tools across 6 domains including basic calculations, a…
B 81 44 84 87 68 81
17084
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
17085
phantom
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
B 81 55 84 100 88 40 81
17086
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
17087
srotzin
Hive Secrets Claim 1
Encrypted secret store and rotation for autonomous agent credentials
B 80 55 96 52 100 65 81
17088
AlgoVaultLabs
Quant trading signals, funding rate arb scanning, and market regime detection f…
B 80 55 90 85 88 48 81
17089
Dahliyaal
justicelibre Claim
Free access to ~1M French administrative court decisions via MCP
B 80 55 90 86 88 41 81
17090
vbhjckfd
Express-based API for Lviv transport timetable data with a read-only MCP endpoi…
B 80 55 86 71 97 58 81
17091
cyanheads
openfec-mcp-server Claim 1
Access FEC campaign finance data. Query data about candidates, money trails, an…
B 80 55 100 80 93 57 61
17092
thechrisgrey
mcp Claim
Search Christian Perez's blog, read posts, and ask about his work, podcast, and…
B 80 55 84 89 91 46 81
17093
thomasjumper
agentbay-mcp Claim
Persistent memory and knowledge management for AI agents with semantic search a…
B 80 55 70 90 93 83 69
17094
mkibrick
CompShop Claim
Search 350+ compensation surveys by industry, region, or job title. Independent…
B 80 55 86 89 96 34 81
17095
oliverhpage
stoop Claim
Find licensed HVAC, plumbing, and electrical providers in Miami with verified r…
B 80 55 90 80 100 37 81
17096
gplanchat
Enables HTML page analysis, verification, and automated correction using Playwr…
B 80 44 84 100 N/A 27 95
17097
eins78
Swiss weather data for AI assistants — forecasts, measurements, stations, polle…
B 80 44 80 92 62 81
17098
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
17099
srotzin
Hive Vault Claim
A2A ZK wallet recovery — guardian swarm, no seed phrase, HiveLaw enforcement
B 79 55 86 80 89 47 81
17100
michael-kanda
knowledge Claim
Knowledge Base von designare.at – Michael Kanda, Web & KI aus Wien. Semantische…
B 79 55 96 100 68 34 81
Showing 17051–17100 of 33790 servers
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