MCP Server Quality Scores

Independent quality analysis of 40750 public MCP servers

40750
Discovered
29243
Scored
2095
Verified
16951
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38601
TokenGuard
TokenGuard Claim
Secure and manage API credentials through a protected vault—and save 80% on AP…
81
38602
JXUE0
Professional MCP server for video editing automation with OpenCut.
N/A N/A
38603
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
38604
lrn2codenow
Enables interaction with Intermedia Unite Voice API through authenticated REST …
81
38605
rickytrinidad
refpro-mcp Claim
Deterministic real estate underwriting, deal analysis & reports: Fix & Flip, BR…
38606
delimit-ai
Delimit Claim
One workspace for every AI coding assistant. Shared tasks, memory, and governan…
N/A N/A 95
38607
szhygulin
Self-custodial crypto portfolio for AI agents. Reads EVM wallet balances, ENS, …
N/A N/A 67
38608
M1mino
TON Data MCP Server — real-time blockchain data for AI agents. Provides wallet …
38609
UniProt MCP Claim 1
Read-only UniProtKB via MCP (entries, sequences, features, GO, taxonomy, ID map…
N/A N/A 81
38610
oneill9
Community-built server providing real-time London transport data via the TfL Un…
N/A N/A
38611
CSOAI-ORG
accounting-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38612 N/A N/A 95
38613
LeonTing1010
Tap Claim
Turn interface operations into deterministic programs. AI forges taps once, the…
81
38614 N/A N/A 95
38615 N/A N/A 95
38616
edkdev
Enables AI assistants to securely trade on Hyperliquid perpetual exchange, incl…
38617
cool_web_tool
Run **full SEO site audits** from ChatGPT and other MCP clients via **Cool Web …
N/A N/A 95
38618
softvoyagers
PDFSpark MCP Claim
Convert HTML or URLs to PDF documents powered by Playwright
N/A N/A 95
38619
BACH-AI-Tools
Enables creation, reading, and manipulation of Excel workbooks without Microsof…
81
38620
CSOAI-ORG
optometry-ai-safety-mcp MCP server by MEOK AI Labs
N/A N/A
38621
CSOAI-ORG
date-calculator-ai-mcp MCP server by MEOK AI Labs
N/A N/A
38622
thefranceway
mcp-ad4m Claim
Enables Claude Code with persistent semantic memory, cross-session context, and…
N/A N/A
38623
vkuprin
site-spy Claim 1
MCP server for Site Spy — lets AI agents monitor websites for changes
N/A N/A 83
38624
Model Radar Claim 1
Ping 134+ free coding LLMs across 17 providers, rank by latency, pick the faste…
N/A N/A 81
38625
Severin2k
Blumen Komander München - Erster Florist mit MCP. Suchen, prüfen, bestellen. Li…
38626
@jalpp
ChessAgine Claim
A comprehensive chess analysis (MCP) server that provides advanced chess analys…
81
38627
developer-ishan
pexels Claim
MCP server for searching Pexels stock photos, videos, and curated collections.
N/A N/A
38628
simiancraft
A Model Context Protocol server for Gmail that lets AI assistants read, send, s…
38629
cap5192
merakimcp Claim
N/A N/A 95
38630
fozagtx
tonmcp Claim
N/A N/A 95
38631
hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra…
N/A N/A 95
38632
hypeprinter007-stack
anchor-x402 Claim
14-tool x402 MCP: 9 onchain primitives + 5 LLM endpoints. USDC pay-per-call on …
N/A N/A
38633
Mumega-com
Enables AI agents to publish and manage content on Inkwell sites via 12 tools, …
38634
toreva
toreva Claim
Non-custodial execution primitives for Solana. Best-execution routing across Ju…
81
38635
zacfire
Web Reader Claim
Enables Claude and other LLMs to read and parse web content, with smart fallbac…
N/A N/A
38636
johnisanerd
Search Google Scholar for academic papers, citations, and author profiles.
38637
stedwick
MCP server for Codecov that provides tools to get commit coverage totals and pr…
38638
meal-inc
bonnard-cli Claim
Ultra-fast to deploy agentic-first MCP-ready semantic layer. Let your data be l…
81
38639
XingtongCai
A framework that supports stdio, streamable HTTP, and SSE protocols for MCP ser…
38640
@sseaan
mcp-server-inbox Claim
N/A N/A 95
38641
theishangoswami
Enables AI assistants like Claude to perform web searches using the Exa AI Sear…
38642
bram2w
baserow Claim
Baserow database integration with table search, list, and row create, read, upd…
N/A N/A 95
38643
H2ejctu
Czech audiobook catalog MCP server. Search 12 000+ titles + compare prices acro…
38644
Heista-co
Heista Claim
Decode video ads, load brand intelligence, generate ad scripts.
38645
illusionist-2
An MCP server that gives LLM clients access to a SQL Server database and the lo…
N/A N/A
38646
wegotdocs
open-mcp Claim
Turn a web API into an MCP server in 10 seconds and add it to the open source r…
N/A N/A 95
38647
199-biotechnologies
Gives Claude access to multiple AI models (Gemini, OpenAI, OpenRouter, Ollama) …
N/A N/A 95
38648
FallDownTheSystem
Enables Claude to chat with various AI models and obtain multi-model consensus …
38649 N/A N/A 95
38650
hesoyamlp1
Enables AI assistants to generate images using NovelAI, supporting text-to-imag…
Showing 38601–38650 of 40750 servers
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