MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 50 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◎ Verified Scores
17051
srotzin
Hive Trade ⚡ Claim
MCP server: cross-venue spread + yield drivers, ROI radar telemetry · Hive Civi…
B 82 5⁄5 ◎ ⏳ 90 66 100 68 81 —
17052
Crindo2
Find 76,000+ curated healthcare service vendors across 25 categories and all 50…
B 82 5⁄5 ◎ ⏳ 100 80 100 29 81 —
17053
ICME-Lab
Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK p…
B 82 5⁄5 ◎ ⏳ 96 86 94 38 81 —
17054
molt2meet-org
Molt2Meet Claim
Dispatch real-world physical tasks to verified human operators. Escrow or direc…
B 82 5⁄5 ◎ ⏳ 90 100 85 45 81 —
17055
srotzin
A/B experiment runner for the A2A network with x402 micropayments on Base USDC.
B 82 5⁄5 ◎ ⏳ 90 66 100 66 81 —
17056
rhoneybul
AI cycling coach — training plans and beginner guidance via the Etapa API.
B 82 5⁄5 ◎ ⏳ 78 95 96 55 81 —
17057
0ics-srls
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Pyth…
B 82 5⁄5 ◎ ⏳ 90 100 85 41 81 —
17058
atomadictech
Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, …
B 82 5⁄5 ◎ ⏳ 84 90 100 47 81 —
17059
chia-health
Licensed US telehealth — GLP-1 medications, intake, consents, Stripe ACP. HIPAA…
B 82 5⁄5 ◎ ⏳ 96 80 97 43 81 —
17060
sunholo-data
AILANG Parse ⚡ Claim
Deterministic DOCX/PPTX/XLSX/PDF parser: track changes, comments, headers, foot…
B 82 5⁄5 ◎ ⏳ 96 72 90 79 69 —
17061
srivastsh
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
B 82 5⁄5 ◎ ⏳ 96 96 99 20 81 —
17062
nulib
Agent integration with the Northwestern University Libraries Digital Collection…
B 82 5⁄5 ◎ ⏳ 94 88 90 48 81 —
17063
goodmeta
intelligence-mcp ⚡ Claim
Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for a…
B 82 5⁄5 ◎ ⏳ 96 93 85 55 69 —
17064
LocalProDev
Verified US local service providers across 10 home-services trades. Ratings, ho…
B 82 5⁄5 ◎ ⏳ 96 84 99 38 81 —
17065
emailens
Emailens MCP ⚡ Claim
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
B 82 5⁄5 ◎ ⏳ 96 84 95 56 69 —
17066
srotzin
Routes blockchain address screening to third-party KYC/AML providers and checks…
B 82 5⁄5 ◎ ⏳ 90 66 100 65 81 —
17067
cypress-io
Direct access to Cypress tests results and accessibility reports in your AI wor…
B 82 5⁄5 ◎ ⏳ 96 80 95 44 81 —
17068
xaviviro
Connects LLMs to over 2,850 datasets from 13 Catalan and Spanish open data port…
B 82 5⁄5 ◎ ⏳ 96 80 88 57 81 —
17069
srotzin
Hive Cdn Claim
Edge content delivery for autonomous agents — signed manifests, A2A authenticat…
B 82 5⁄5 ◎ ⏳ 90 66 100 69 81 —
17070
srotzin
Hive Evaluator ⚡ Claim
MCP server: NEED + YIELD + CLEAN-MONEY gates with EIP-3009 attestations · Hive …
B 82 5⁄5 ◎ ⏳ 90 66 100 68 81 —
17071
srotzin
Insurance brokerage for AI agents — quote, bind, and settle in USDC
B 82 5⁄5 ◎ ⏳ 90 66 100 65 81 —
17072
babyblueviper1
Bitcoin/Lightning AI agent platform: paid reasoning, browser/code exec, sats ma…
B 82 5⁄5 ◎ ⏳ 96 66 91 70 81 —
17073
srotzin
Hive DePIN ⚡ Claim
MCP server: DePIN reward routing, capacity verification, settlement reports · H…
B 82 5⁄5 ◎ ⏳ 90 66 100 68 81 —
17074
78degrees
quantrisk ⚡ Claim
Portfolio risk analytics MCP server — VaR, Monte Carlo, stress testing, and mor…
B 82 5⁄5 ◎ ⏳ 96 80 99 54 69 —
17075
iarmankhan
agentic-debugger ⚡ Claim
An MCP (Model Context Protocol) server that enables interactive debugging with …
B 81 4⁄4 ◎ ⏳ 84 91 N/A 46 95 —
17076
agentindexworld
agentindexworld ⚡ Claim
26651 agents scanned 48137 SHA-256 blocks in an immutable chain 1169 Bitcoin an…
B 81 5⁄5 ◎ ⏳ 96 80 85 50 81 —
17077
andrewmpierce
Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube …
B 81 5⁄5 ◎ ⏳ 100 56 100 71 69 —
17078
apetta
Vibe Math MCP ⚡ Claim
Provides 21 mathematical tools across 6 domains including basic calculations, a…
B 81 4⁄4 ◎ ⏳ 84 87 — 68 81 —
17079
Agents365-ai
asta-skill Claim
Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). …
B 81 5⁄5 ◎ ⏳ 100 70 98 42 81 —
17080
Korext
Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.
B 81 5⁄5 ◎ ⏳ 96 72 97 46 81 —
17081
makloai
MCP server for Dashform (getaiform.com) - create and manage AI-powered forms, q…
B 81 5⁄5 ◎ ⏳ 94 88 88 41 81 —
17082
cyanheads
Query FDA data on drugs, food, devices, and recalls via openFDA. Provides 12 to…
B 81 5⁄5 ◎ ⏳ 100 80 94 57 61 —
17083
srotzin
Hive Flag Claim
Feature flag service for safe rollouts across the Hive agent fleet
B 81 5⁄5 ◎ ⏳ 96 52 100 69 81 —
17084
srotzin
Hive Barter ⚡ Claim
Multi-party agent barter — non-cash capability exchange with cryptographic rece…
B 81 5⁄5 ◎ ⏳ 86 66 100 70 81 —
17085
srotzin
Hive Swap Claim
Cross-chain token swaps for autonomous agents on Base L2 and partner rails
B 81 5⁄5 ◎ ⏳ 86 80 100 47 81 —
17086
cyanheads
Decode VINs, search recalls, complaints, crash ratings, and investigations.
B 81 5⁄5 ◎ ⏳ 96 80 93 57 69 —
17087
phantom
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
B 81 5⁄5 ◎ ⏳ 84 100 88 40 81 —
17088
GNS-Foundation
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governan…
B 81 5⁄5 ◎ ⏳ 96 88 94 32 81 —
17089
node2flow-th
MCP server for Google Docs — create, read, edit, format, and manage documents t…
B 81 5⁄5 ◎ ⏳ 85 80 100 49 81 —
17090
bch1212
agent-commerce-mcp ⚡ Claim
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, a…
B 81 5⁄5 ◎ ⏳ 96 74 92 53 81 —
17091
cyanheads
calculator-mcp-server ⚡ Claim 1
Evaluate, simplify, and differentiate mathematical expressions.
B 81 5⁄5 ◎ ⏳ 96 80 94 58 69 —
17092
srotzin
Hive Auction ⚡ Claim
Sealed-bid and English auctions for agent capabilities and compute time
B 81 5⁄5 ◎ ⏳ 86 66 100 69 81 —
17093
GetColby
Book a San Francisco apartment cleaning. $40/hr, weekends 8am-6pm PT, SF only.
B 81 5⁄5 ◎ ⏳ 90 80 100 40 81 —
17094
oliverhpage
stoop ⚡ Claim
Find licensed HVAC, plumbing, and electrical providers in Miami with verified r…
B 80 5⁄5 ◎ ⏳ 90 80 100 37 81 —
17095
thomasjumper
agentbay-mcp ⚡ Claim
Persistent memory, teams, and projects for AI agents. 76 MCP tools for storing,…
B 80 5⁄5 ◎ ⏳ 70 90 93 83 69 —
17096
srotzin
Encrypted secret store for the A2A network — Hive Civilization. Agents can stor…
B 80 5⁄5 ◎ ⏳ 96 52 100 65 81 —
17097
cyanheads
Access FEC campaign finance data through MCP. Query data about candidates, mone…
B 80 5⁄5 ◎ ⏳ 100 80 93 57 61 —
17098
thechrisgrey
mcp Claim
Search Christian Perez's blog, read posts, and ask about his work, podcast, and…
B 80 5⁄5 ◎ ⏳ 84 89 91 46 81 —
17099
arpe-io
fasttransfer-mcp ⚡ Claim 1
MCP server for FastTransfer — high-performance parallel data transfer between d…
B 80 4⁄4 ◎ ⏳ 77 74 N/A 71 95 —
17100
gplanchat
Enables HTML page analysis, verification, and automated correction using Playwr…
B 80 4⁄4 ◎ ⏳ 84 100 N/A 27 95 —
Showing 17051–17100 of 69182 servers
« Prev 1 … 340 341 342 343 344 … 1384 Next »