MCP Server Quality Scores
Independent quality analysis of 58579 public MCP servers
Last updated 7 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◎ Verified Scores | ||||||||||
| 17051 |
AI cycling coach — training plans and beginner guidance via the Etapa API.
|
B 82 5⁄5 | ||||||||
| 17052 |
Agent integration with the Northwestern University Libraries Digital Collection…
|
B 82 5⁄5 | ||||||||
| 17053 |
Hive Cdn
Claim
Edge content delivery for autonomous agents — signed manifests, A2A authenticat…
|
B 82 5⁄5 | ||||||||
| 17054 |
Real-time SF Muni departures, routes, alerts, vehicle positions, and schedules.
|
B 82 5⁄5 | ||||||||
| 17055 |
Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for a…
|
B 82 5⁄5 | ||||||||
| 17056 |
MCP server: cross-venue spread + yield drivers, ROI radar telemetry · Hive Civi…
|
B 82 5⁄5 | ||||||||
| 17057 |
Verified US local service providers across 10 home-services trades. Ratings, ho…
|
B 82 5⁄5 | ||||||||
| 17058 |
Formally verified AI safety APIs. Pay-per-call via USDC (x402). 75+ endpoints, …
|
B 82 5⁄5 | ||||||||
| 17059 |
Chia Health MCP Server
Claim
Licensed US telehealth — GLP-1 medications, intake, consents, Stripe ACP. HIPAA…
|
B 82 5⁄5 | ||||||||
| 17060 |
Email compatibility analysis across 15 clients — preview, audit, fix, diff, del…
|
B 82 5⁄5 | ||||||||
| 17061 |
Portfolio risk analytics MCP server — VaR, Monte Carlo, stress testing, and mor…
|
B 82 5⁄5 | ||||||||
| 17062 |
Insurance brokerage for AI agents — quote, bind, and settle in USDC
|
B 82 5⁄5 | ||||||||
| 17063 |
Cypress Cloud MCP
Claim
Direct access to Cypress tests results and accessibility reports in your AI wor…
|
B 82 5⁄5 | ||||||||
| 17064 |
Decision Anchor
Claim
External anchoring layer: records AI agent accountability boundaries on both si…
|
B 82 5⁄5 | ||||||||
| 17065 |
MCP server: NEED + YIELD + CLEAN-MONEY gates with EIP-3009 attestations · Hive …
|
B 82 5⁄5 | ||||||||
| 17066 |
Molt2Meet
Claim
Dispatch real-world physical tasks to verified human operators. Escrow or direc…
|
B 82 5⁄5 | ||||||||
| 17067 |
MCP server: DePIN reward routing, capacity verification, settlement reports · H…
|
B 82 5⁄5 | ||||||||
| 17068 |
Hive A/B Test
Claim
A/B experiment runner for the A2A network with x402 micropayments on Base USDC.
|
B 82 5⁄5 | ||||||||
| 17069 |
Find 76,000+ curated healthcare service vendors across 25 categories and all 50…
|
B 82 5⁄5 | ||||||||
| 17070 |
OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Pyth…
|
B 82 5⁄5 | ||||||||
| 17071 |
CIA World Factbook country indicators: infrastructure, energy, demographics, ec…
|
B 82 5⁄5 | ||||||||
| 17072 |
icme-preflight
Claim
Jailbreak-proof AI guardrails. Automated Reasoning SMT solver, not an LLM. ZK p…
|
B 82 5⁄5 | ||||||||
| 17073 |
Connects LLMs to over 2,850 datasets from 13 Catalan and Spanish open data port…
|
B 82 5⁄5 | ||||||||
| 17074 |
invinoveritas
Claim
Bitcoin/Lightning AI agent platform: paid reasoning, browser/code exec, sats ma…
|
B 82 5⁄5 | ||||||||
| 17075 |
Query FDA data on drugs, food, devices, and recalls via openFDA. Provides 12 to…
|
B 81 5⁄5 | ||||||||
| 17076 |
Sealed-bid and English auctions for agent capabilities and compute time
|
B 81 5⁄5 | ||||||||
| 17077 |
Hive Swap
Claim
Cross-chain token swaps for autonomous agents on Base L2 and partner rails
|
B 81 5⁄5 | ||||||||
| 17078 |
Multi-party agent barter — non-cash capability exchange with cryptographic rece…
|
B 81 5⁄5 | ||||||||
| 17079 |
asta-skill
Claim
Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). …
|
B 81 5⁄5 | ||||||||
| 17080 |
mcp-perception
Claim
Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governan…
|
B 81 5⁄5 | ||||||||
| 17081 |
Decode VINs, search recalls, complaints, crash ratings, and investigations.
|
B 81 5⁄5 | ||||||||
| 17082 |
mcp-server-dashform
Claim
MCP server for Dashform (getaiform.com) - create and manage AI-powered forms, q…
|
B 81 5⁄5 | ||||||||
| 17083 |
Create geo-targeted affiliate smart links, pull analytics, and rewrite YouTube …
|
B 81 5⁄5 | ||||||||
| 17084 |
claw.cleaning
Claim
Book a San Francisco apartment cleaning. $40/hr, weekends 8am-6pm PT, SF only.
|
B 81 5⁄5 | ||||||||
| 17085 |
Governance copilot for AI-assisted coding. 72 packs, 532 rules, proof bundles.
|
B 81 5⁄5 | ||||||||
| 17086 |
Agent Commerce MCP — agent-native A2A storefront. Discovery, Stripe checkout, a…
|
B 81 5⁄5 | ||||||||
| 17087 |
MCP server for Google Docs — create, read, edit, format, and manage documents t…
|
B 81 5⁄5 | ||||||||
| 17088 |
Provides 21 mathematical tools across 6 domains including basic calculations, a…
|
B 81 4⁄4 | ||||||||
| 17089 |
Evaluate, simplify, and differentiate mathematical expressions.
|
B 81 5⁄5 | ||||||||
| 17090 |
Hive Flag
Claim
Feature flag service for safe rollouts across the Hive agent fleet
|
B 81 5⁄5 | ||||||||
| 17091 |
phantom-mcp-server
Claim
Give your AI agent a crypto wallet. Sign messages, send transactions, transfer …
|
B 81 5⁄5 | ||||||||
| 17092 |
An MCP (Model Context Protocol) server that enables interactive debugging with …
|
B 81 4⁄4 | ||||||||
| 17093 |
26651 agents scanned 48137 SHA-256 blocks in an immutable chain 1169 Bitcoin an…
|
B 81 5⁄5 | ||||||||
| 17094 |
mcp
Claim
Search Christian Perez's blog, read posts, and ask about his work, podcast, and…
|
B 80 5⁄5 | ||||||||
| 17095 |
Access FEC campaign finance data through MCP. Query data about candidates, mone…
|
B 80 5⁄5 | ||||||||
| 17096 |
Quant trading signals, funding rate arb scanning, and market regime detection f…
|
B 80 5⁄5 | ||||||||
| 17097 |
CompShop
Claim
Search 350+ compensation surveys by industry, region, or job title. Independent…
|
B 80 5⁄5 | ||||||||
| 17098 |
Find licensed HVAC, plumbing, and electrical providers in Miami with verified r…
|
B 80 5⁄5 | ||||||||
| 17099 |
MCP server for FastTransfer — high-performance parallel data transfer between d…
|
B 80 4⁄4 | ||||||||
| 17100 |
timetable-api-node
Claim
Real-time Lviv (Ukraine) public transport: stop arrivals, live vehicle position…
|
B 80 5⁄5 | ||||||||