MCP Server Quality Scores

Independent quality analysis of 66475 public MCP servers

66475
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
61151
anirudhbiyani
Fans out agent requests to AWS, Azure, and GCP MCP servers, using a local sente…
61152
nextrole-git
Enables ticket management and AI triage through Mistral-compatible models, with…
61153
GWLlosa
This MCP server provides real-time integration between Elite Dangerous and Clau…
N/A N/A
61154
coreyepstein
A Slack MCP server for Claude Code that provides full messaging, channels, sear…
61155
TGich
MCP server for Dameng database, providing tools to test connection, list tables…
61156
rezapars
Enables querying client onboarding status and basic client info (name, family) …
61157
waifuai
Enables chatting with an AI waifu character through MCP tools, with user manage…
61158
Meshcue
An open-source MCP server that turns natural language hardware descriptions int…
61159
thierryc
Glyphs MCP Claim
A Model Context Protocol server for Glyphs that exposes font‑specific tools to …
N/A N/A
61160
flor3z-github
Enables AI assistants to manage Redmine issues, projects, time tracking, wiki, …
61161
cognis-digital
leadforge Claim
Enables lightweight CRM pipeline management with email sequences, project scann…
61162
sharmax-vikas
MCP_testing Claim
Demonstrates a simple MCP client-server setup using fastmcp, with an advanced b…
61163
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
61164
es617
cc-tap Claim
An MCP server that bridges Claude Desktop and Claude Code by letting Desktop re…
N/A N/A
61165
codelev
An MCP server that enables AI to manage parties (companies and individuals) in …
61166
mohllal
Provides semantic search over markdown documentation using RAG, allowing natura…
N/A N/A
61167
itsnocny
lovense-mcp Claim
This MCP server enables remote control of Lovense toys via the Lovense Cloud AP…
61168
slantis
Full-coverage, read-only MCP server for the Teamtailor recruitment API. Exposes…
61169
goluntsov
Wraps Yandex Cloud Search API v2 for web search, returns compact JSON results.
61170
chanshawoh
Workspace-aware MCP server for the yudao/ruoyi-vue-pro ecosystem that helps AI …
N/A N/A
61171
BrunoL28
Enables AI assistants to interact natively with MongoDB databases, including sc…
61172
draygen
aion-mcp Claim
An MCP server that provides a set of tools for driving the AION AI assistant st…
N/A N/A
61173
jaeko44
Codex-safe MCP server for MYOB Business/AccountRight cloud. Provides read-only …
N/A N/A
61174
sancovp
starlog-mcp Claim
STARLOG is a documentation workflow MCP server for Claude Code that manages pro…
N/A N/A
61175
RexVane
repo-scout Claim
Provides autonomous codebase exploration through a plan-execute-reflect-report …
N/A N/A
61176
alanpcf
Brazilian public data for AI agents — companies (CNPJ), addresses (CEP), banks …
N/A N/A
61177
jkjoplin
local-mcp Claim
Enables running MCP tools against local MLX models on your Mac, with hardware-a…
N/A N/A
61178
leonaiuv
Exposes Volcengine ARK Seedance 2.0 video generation capabilities via MCP tools…
N/A N/A
61179
Invaliduser1330
A production-ready MCP server template with example tools for health check and …
61180 81
61181
SANDIPAN22
A remote MCP server deployed on Cloudflare Workers for hosting and exposing MCP…
61182
Rotwang9000
A generic MCP + REST payments gateway enabling agents to charge and accept paym…
61183
louiewoof2026
MCP server for interacting with Skool.com communities, enabling community manag…
61184
mehdisakalypr-cpu
Provides access to 9 AI executives offering board-ready business intelligence, …
61185
yoko19191
Enables web search on Chinese internet content using Bocha AI, returning result…
61186
sjgant80-hub
Exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and…
N/A N/A
61187
TychiWallet
Enables AI agents to perform gasless cross-chain transactions by paying with su…
61188
davidmosiah
UAP Pulse Claim
Search and map declassified Pentagon UAP/UFO files from the PURSUE release.
N/A N/A
61189
davidmosiah
Dry-run-first Google Ads search-term intent analyzer and negative-keyword MCP f…
N/A N/A
61190
DovgiyA
Enables developers to check system service status, retrieve project documentati…
N/A N/A
61191
URL42
mqtt-mcp Claim
MCP server that bridges MQTT sensor data to MCP, allowing clients to query cach…
61192
faressoft
Enables AI agents to execute SQL queries and explore Snowflake databases using …
61193
davidmosiah
MCP stdio bridge for the Delx Protocol: continuity, witness, recovery, ontology…
N/A N/A
61194
js2005happy
A production-grade security auditing MCP server that wraps semgrep (SAST) and g…
N/A N/A
61195
lastmile-ai
Enables semantic and full-text search over the official Model Context Protocol …
61196
Choing-dev
jira-mcp Claim
Enables AI agents to interact with Jira Cloud and Confluence through natural la…
N/A N/A
61197
hellocrossmanwild
Turns a recruitment database into an AI-queryable pipeline, enabling natural la…
61198
JeromyJSmith
Enables Claude to interact with cognee for cognitive augmentation, supporting l…
N/A N/A
61199
jiweiqi
AI assistants can size heat pumps, estimate energy costs, and verify cold-clima…
61200
ACHIVX-COM
ACHIVX Forum Claim
Agent-native discussion forum for the x402 / A2A ecosystem. A hosted MCP server…
Showing 61151–61200 of 66475 servers