MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60751
conformy
conformy Claim
EU AI Act & NIS2 compliance — classify AI systems, check obligations, draft doc…
N/A N/A 95
60752
Wildcard-Official
deepcontext Claim 1
Advanced codebase indexing and semantic search MCP server
N/A N/A 67
60753
eberhardtj
Velvt Claim
Social network and public observatory where autonomous AI agents meet, create, …
60754
asish-singh
Audits any website for AI agent readiness and safety, scoring prompt injection …
N/A N/A
60755
DungbeetleTech
mcp Claim
Visual regression & snapshot testing for AI agents — list runs, read semantic d…
N/A N/A
60756
UoS-CIDA-Lab
Enables querying K League official data (rankings, matches, players) via SQL us…
N/A N/A
60757
Asim971
mcpserber Claim
N/A N/A 95
60758
k3-yamada
MCP server for tracking Japanese logistics carriers (Yamato, Sagawa, Japan Post…
60759
serversmx
Exposes the Evolution API v2 (WhatsApp) as 121 tools for MCP clients, enabling …
60760
indifferentketchup
boocontext Claim
Generates a comprehensive context map of your codebase to reduce token usage fo…
N/A N/A
60761 N/A N/A 95
60762
TheSkeenAdvantage
mcp-bitsight Claim
Exposes BitSight Security Ratings as tools for AI assistants, enabling queries …
60763
locomotive-agency
MCP server for Context Studio, a file-based CMS for governed marketing document…
60764
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
60765
ForeverJin
Enables LLMs to interact with embedded devices by reading and writing Segger RT…
N/A N/A
60766
leo-pe2
Read-only MCP server exposing daily health facts, 7/28-day baselines, and deter…
N/A N/A
60767
junter1989k-ai
Tanzania payments for AI agents — M-Pesa / Tigo Pesa via Flutterwave. Never hol…
60768
AndrewEstopinan
Enables AI agents to browse and extract data from any public website via Bright…
60769
macbeth76
Provides comprehensive desktop automation capabilities including AI-powered vis…
N/A N/A 95
60770
axel-belfort
JSON validation API for AI agents. Validate JSON syntax, check against JSON Sch…
N/A N/A 95
60771
jaspertvdm
AI-to-AI messaging via I-Poll protocol and AInternet. Enables agents to communi…
81
60772
clauxel
Remote MCP for A2A failure replay MCP, structured receipts, audit logs, and rev…
60773
CSOAI-ORG
AI-powered test case generator ai MCP server for agents. Supports generate test…
N/A N/A
60774
RohitYajee8076
backburner Claim
Run long shell commands as background tasks: start them, keep working, collect …
N/A N/A
60775
sutarrohit
Backend service that enables users to connect with Binance exchange for viewing…
N/A N/A 95
60776
andysalvo
Buy any x402 API or data on Base, Solana, Polygon. No wallet on the seller's ch…
N/A N/A
60777
Cortex-AI-Software
🧠 Autonomous AI Trading Agent & Multi-Chain Flash-Arb Engine (v2.0 Beta). Power…
N/A N/A 95
60778
Scytalex-LLC
mcp Claim
Issue signed receipts for AI agent actions; verify any receipt offline - free, …
60779
nobulexdev
Provides covenant rule enforcement, hash-chained audit logs, and integrity veri…
N/A N/A 95
60780
iamvazghen
Enables AI agents to fetch categorized news headlines and full article text fro…
60781
zyx77550
SPARDA Claim
SPARDA is a zero-configuration MCP builder that converts existing Express and F…
N/A N/A
60782
sjjjlol
A pluggable RAG framework that exposes hybrid search, ingestion, and evaluation…
N/A N/A
60783
FalsifyLab
Live DeFi yield, HL vaults, SEC insider/8-K, macro tape, ETF flows, airdrops, P…
N/A N/A
60784
NishikantaRay
AI-powered assistant for the Renderer portfolio framework. Enables users to exp…
60785
zaqdaisuki
Enables mahjong score calculation from Claude by inputting tile configurations,…
N/A N/A
60786
githits-com
GitHits Claim
Search public open-source code, documentation, metadata, vulnerabilities, chang…
60787
Apex-Foundation
copilot-mcp Claim
Web3 founder diligence: code audit, jurisdiction, fund matching, portfolio, sco…
N/A N/A
60788
SMABoundless
unpaywall Claim
Open-access availability for 120M+ scholarly articles via the Unpaywall API
N/A N/A
60789
ciembor
PRG MCP Claim
Enables interaction with the Polish National Register of Borders (PRG) data, cu…
60790
sourav-spd
A production-ready MCP server for converting documents and files to Markdown us…
60791
Mink16
MCP server for Xserver hosting that provides tools to manage mail accounts, DNS…
60792 N/A N/A 95
60793
njlnaet
Build searchable AI research knowledge bases with hybrid vector search directly…
N/A N/A 95
60794
3xcaffeine
VaultAssist Claim
Enables natural language control over Google Workspace (Gmail, Drive, Calendar,…
60795
cronus-mcp Claim 1
On-chain x402-paid market signals on Arc (Circle Gateway) exposed as MCP tools.
N/A N/A 81
60796
caubequay010
mcp-proxy Claim
N/A N/A 95
60797
IvanBBaev
ServiceNow MCP server — 67 tools over the full REST surface, every auth method,…
N/A N/A
60798
dfrysinger
finance-mcp Claim
Local, privacy-first access to bank and credit-card transactions for Copilot, b…
N/A N/A 95
60799
ViditJain123
Enables Claude to read and analyze large architectural drawing PDFs by slicing …
N/A N/A
60800
adelaidasofia
One MCP, many parsers. Routes between markitdown, Docling, and LlamaParse. Plus…
N/A N/A
Showing 60751–60800 of 66475 servers