MCP Server Quality Scores

Independent quality analysis of 64798 public MCP servers

64798
Discovered
30737
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 17 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
41101
Klawdik
forex-mobile Claim
Forex broker data, comparisons, recommendations & live rates for AI agents.
N/A N/A 95
41102
DasMonkey
RefBase MCP Claim
MCP server that enables AI assistants in IDEs to interact with RefBase webapp f…
41103
cbsmiley
Enables Claude AI to interact with Paperless-NGX document management through na…
N/A N/A
41104
elmopps
Provides real-time weather data from the US National Weather Service API, enabl…
41105
juSt-jeLLy
MCP server for Zama's fhEVM that provides tools to scaffold, compile, deploy, t…
41106
ralfbecher
MCP server for the OrionBelt Semantic Layer. Enables LLMs to explore governed s…
41107
1genadam
PilotGentic Claim
macOS desktop control for Claude: click, type, screenshot, AX tree, browser con…
N/A N/A 95
41108
cofound-agent
Cofound Claim
MCP-native co-founder directory your AI agent searches, screening inbound pitch…
41109
beare
opennews-mcp Claim
Crypto news aggregation MCP server with AI ratings, trading signals, and real-t…
41110
handaas
提供全面的企业风险分析功能,包括严重违法记录、动产抵押、失信被执行人、经营异常、行政处罚等风险信息查询,帮助用户进行企业合规风险评估。
41111
guangxiangdebizi
Facilitates retrieval and parsing of Chinese central government policies from g…
41112
nbaradar
Turn your Obsidian vaults into structured context sources for Claude Desktop wi…
N/A N/A
41113
PierrunoYT
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
81
41114
krollchristensen
A simple MCP server demonstrating resources, tools, and prompts using a local t…
N/A N/A
41115
suprdeck-ai
Suprdeck Claim
Fundraising intelligence MCP server for pre-seed to Series A founders. Replaces…
81
41116
Heretek-RE
re-lief Claim
MCP server exposing LIEF for cross-format binary analysis, enabling parsing, se…
N/A N/A
41117
odesh009
A comprehensive MCP server for Bitbucket integration, providing 27 tools to man…
41118 N/A N/A 95
41119
riccardo-larosa
A Model Context Protocol server implementation using StreamableHTTPServerTransp…
81
41120
0xzr
freellmpool Claim
Pool 18 LLM providers through MCP: ask, panel, tokenmax, route, models, quota, …
N/A N/A
41121
vitaliiserbynassisterr
AgentTrust Claim
Quality verification for AI agents and MCP servers. 6-axis scoring, adversarial…
N/A N/A 67
41122
The-Doxa-Way
Doxa MCP Claim
Christian AI for any question, in any season. Bible (BSB), grace + truth. faith…
41123
karthik-couchbase
Enables LLMs to interact directly with Couchbase databases, supporting CRUD ope…
N/A N/A
41124
elkassabgi
A growing family of free academic data libraries: finance, economics, and beyon…
41125
meta-engine
MetaEngine Claim
Spec-first code generation: OpenAPI, GraphQL, Protobuf, and SQL to typed client…
N/A N/A
41126
pablonortiz
This MCP server enables real-time debugging and inspection of running React Nat…
N/A N/A
41127
fy2ne
WeaveTab-MCP Claim
The Zero-Setup Local Browser MCP. Enables AI agents to control web browsers via…
N/A N/A
41128
itroyano
Enables lab managers and developers to perform OpenShift Partner Labs operation…
41129
gentry-ai-bot
contentforge Claim
Content pipeline MCP server — image sourcing, SEO, affiliate links, and CMS pub…
N/A N/A 95
41130
davidmosiah
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, act…
N/A N/A
41131
commerce-cloud-integrations
Enables interaction with SAP Commerce systems through OCC APIs, supporting prod…
81
41132
techexpert0119
vector-mcp Claim
Integrates RAG into AI agents via MCP Server, supporting multiple vector databa…
41133
wheattoast11
Enables enriched reasoning through a quantum-inspired swarm of Claude 3.7 Sonne…
N/A N/A
41134
Soheybfa
Chargily MCP Claim
An MCP server for the Chargily Pay V2 API, enabling payment management includin…
41135
gbgplc
Verify addresses, email addresses, and phone numbers with confidence scores.
41136
CoderGamerUnknow
A local-first Model Context Protocol server that provides LLM agents with struc…
N/A N/A
41137
junter1989k-ai
Argentina payments for AI agents — Mercado Pago wallet / cuotas via Mercado Pag…
41138
clipkit-video
clipkit Claim
MCP server for Clipkit — gives AI agents a video toolbox via the Clipkit schema.
41139
mikealkeal
OScribe Claim
Vision-based desktop automation MCP server that controls any application via sc…
N/A N/A
41140
signaledi
SignalEDI Claim
EDI parse, validate, send & inspect (X12/EDIFACT) from any MCP client. Demo wit…
N/A N/A
41141
smythmyke
AI image annotation and marketing-visual generator powered by [MarkItUp](https:…
41142
hrvoje0099
Official MCP server for Git Leaderboard rankings, profiles, streaks, and user c…
N/A N/A 95
41143
attebury
Remogram Claim
SCM & forge boundary MCP: normalized, typed JSON from attributed Gitea, GitLab,…
N/A N/A
41144
wynandw87
ElevenLabs Claim
MCP server that brings ElevenLabs to Claude Code — text-to-speech, sound effect…
N/A N/A
41145
aarifmms
Keyblind Claim
Encrypted secrets vault for AI agents — secrets resolved at runtime, never seen…
N/A N/A
41146
teileelektronik
Enables AI-powered autonomous hardware design within EasyEDA Pro, allowing user…
N/A N/A 95
41147
DeanWard
Janus MCP Claim
Enables AI assistants to understand and interact with OpenAPI specifications, p…
N/A N/A
41148
Jing7ao
seedance-mcp Claim
Seedance AI 视频生成 MCP Server - 让 Claude Code 直接生成 AI 视频
N/A N/A
41149
HeetSanghani
Enables AI assistants to manage Gmail and Outlook inboxes through natural langu…
N/A N/A
41150
pipeworx-io
MCP server for querying the Victoria and Albert Museum (V\&A) collections via n…
Showing 41101–41150 of 64798 servers
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