MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 47 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
53601
MiloLug
Enables LLM-driven text game state management by exposing MCP tools for managin…
53602
Bigred97
wgea-mcp Claim
Query the WGEA in plain English — employer pay gap, workforce composition, leav…
N/A N/A
53603
ajdoyl2
Provides intelligent dbt assistance through Claude Code integration, enabling u…
N/A N/A 95
53604
DonMrMango
A comprehensive integration providing 114 tools to manage Google Drive, Docs, S…
81
53605
Michael-WhiteCapData
Offload cheap work from your AI agent to a local Ollama model, at zero cloud co…
N/A N/A
53606
wiserautomation
SupraWall security gateway for AI agents. Provides deterministic guardrails for…
N/A N/A 83
53607
lusha-oss
mcp Claim
Lusha MCP server for authorized business profile, usage, and buying-signal insi…
53608
findicd10
search Claim
N/A N/A 95
53609
Franky-Neto
Servidor MCP para integração com o Clint CRM. Gerencie contatos, negócios, tags…
53610
buska
Buska Claim
Buska is a social listening and B2B lead generation tool that monitors 30+ plat…
81
53611
1145-am
Structured company & industry news for AI agents: typed, dated, source-linked e…
53612
angrysky56
Provides Prolog logic programming integration for Claude via a Docker SWISH con…
N/A N/A
53613
Dilix-Ai
Dilix MCP Claim
Open-source MCP server providing real estate regulatory intelligence (zoning, p…
53614
cashcon57
Recall Claim
A self-hosted MCP memory server with hybrid semantic and keyword search, provid…
53615
ralfboltshauser
Enables users to research, quote, apply, and bind pet insurance through natural…
53616
danishashko
Geocoding Claim
Forward and reverse geocoding, place search, and distance via OpenStreetMap Nom…
N/A N/A
53617
janbruinier
MCP server for accessing CBS (Statistics Netherlands) open data. Search dataset…
N/A N/A 95
53618
oilandgas
BasinVault Claim
BasinVault Sales MCP gives AI assistants accurate, up-to-date facts about Basin…
81
53619
RayaSatriatama
Enables integration between Wazuh security platform and AI applications through…
53620
emiliaprotocol
Human sign-off + trust receipts for AI agents: requires a named human's approva…
N/A N/A
53621
specmatic
Exposes Specmatic's API contract testing, resiliency testing, and mocking capab…
53622
@jalpp
ChessAgine Claim
A comprehensive chess analysis (MCP) server that provides advanced chess analys…
81
53623
shubhamshnd
ytmcp Claim
Enables AI assistants to fetch YouTube video transcripts with precise timestamp…
53624
knowmax
MCP server for Atlassian products (Confluence, Jira, Bitbucket, and Xray for Ji…
N/A N/A
53625
bokazio
MCP server for WordPress content management that provides a secure interface fo…
N/A N/A
53626
ruliana
Enables interaction with your Logseq personal knowledge management system via M…
N/A N/A
53627
sigitp-git
Enables access to Amazon Managed Prometheus workspaces through natural language…
81
53628
animicaorg
animica Claim
OpenAI-compatible AI inference, code, embeddings & agent tools for bots — and m…
53629
aderevyankin
Enables AI assistants to manage tasks across multiple projects with structured …
N/A N/A
53630
hileamlakB
PRIMS Claim
N/A N/A 95
53631
Keysight
Exposes Keysight CyPerf network performance and security testing as 100 tools a…
53632
XavierBeheydt
mcp-kraken Claim
An MCP server that exposes the Kraken cryptocurrency exchange Spot REST API ove…
53633
JoergKoester
An MCP server that provides AI assistants with direct access to FileMaker datab…
53634
privy-io
Enables AI agents to create wallets, sign transactions, and manage blockchain o…
53635
KunaniGaming
1,177 free agentic trading prompts for Claude and Robinhood MCP.
53636
Auxin-io
miami-friend Claim
N/A N/A 95
53637
TheGoatPsy
mneme Claim
Vault-native, accountable memory for Claude Code and MCP clients. Markdown is g…
N/A N/A
53638
sparnauskis
IntenCheck Claim
Psychological text analysis: tone, emotions, communication style, multilingual …
53639
tanwithme
Enables MCP-enabled LLMs to create, backtest, and trade automated investing str…
53640
ManideepMuddagowni
Enables AI-driven customer support ticket processing, including classification,…
53641
SyedDaiam9101
Provides isolated sandbox environments for AI agents to execute code securely, …
53642
ragalgo
server Claim
Get daily-close, noise-filtered market context for Korean stocks and crypto, sc…
N/A N/A 95
53643
torosent
Provides Yahoo Finance data including stock info, historical prices, dividends,…
53644
maxmurphySF
Bridges AI models with the ARC enterprise framework, enabling documentation sea…
53645
malkreide
An MCP server providing access to Swiss direct democracy data, covering all fed…
53646
autoblocksai
ctxl-mcp Claim
Personal context management for AI assistants
N/A N/A 95
53647
0xChron
Read-only Polymarket prediction market data for AI agents.
N/A N/A
53648
xiangzhicjm-cyber
cjm_test Claim
N/A N/A 95
53649
cmendezs
mcp-nfe-br Claim
MCP server for Brazilian e-invoicing: NF-e and NFC-e (modelo 55/65), schema 4.0…
N/A N/A
53650
mauurda
mcp Claim
Manage discussion topics, gather votes and video rationale, and read AI insight…
N/A N/A
Showing 53601–53650 of 56925 servers