MCP Server Quality Scores

Independent quality analysis of 69111 public MCP servers

69111
Discovered
→
33827
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58001
Ansvar-Systems
Enables full-text search and retrieval of Finnish energy regulations from four …
— ○ ⏳ — N/A N/A — — —
58002
Realitim
Ultiplace Claim
Create and manage virtual trade shows (halls, stands, conferences) and referenc…
— ○ ⏳ — — — — — —
58003
mahmutcanborann
An AI-powered EV Digital Twin platform for battery health monitoring, predictiv…
— ○ ⏳ — N/A N/A — — —
58004
xfloukiex-lab
Reviews a plan for what's missing — unstated assumptions, omitted technical ris…
— ○ ⏳ — N/A N/A — — —
58005
abanoub-ashraf
Provides Hacker News tools with founder-research features for analyzing Show HN…
— ○ ⏳ — N/A N/A — — —
58006
gabiteodoru
A simple MCP server that allows AI assistants to read from and write to the sys…
— ○ ⏳ — N/A N/A — — —
58007
appare45
mcp-bridge Claim
YAML-configured MCP server that exposes host commands as tools via HTTP, enabli…
— ○ ⏳ — N/A N/A — — —
58008
tivaliy
mcp-xray Claim
A lightweight server that bridges the MCP protocol with the Atlassian Jira Xray…
— ○ ⏳ — — — — — —
58009 — ○ ⏳ — N/A N/A — 95 —
58010
dorialn68
Enables AI-powered 3D content creation in Blender through natural language, inc…
— ○ ⏳ — N/A N/A — — —
58011
Augmented-Nature
Provides comprehensive access to the NCBI Datasets API, enabling genomic, taxon…
— ○ ⏳ — — — — — —
58012
jpzip
Enables to look up Japanese postal codes, convert zipcodes to addresses, search…
— ○ ⏳ — — — — — —
58013
antics-gg
antics-mcp Claim
Deploy a web game to a playable multiplayer URL with rooms, state sync, and lea…
— ○ ⏳ — N/A N/A — 95 —
58014
Kush614
niahub-mcp Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
— ○ ⏳ — — — — — —
58015
evrimalacan
Connects AI assistants to Bitbucket Server/Data Center for reviewing pull reque…
— ○ ⏳ — — — — — —
58016
happy2h
基于 tree-sitter 的代码索引与查询引擎,支持多语言符号查找、调用图分析和全文搜索,通过 MCP stdio 协议集成到 Claude Code 中。
— ○ ⏳ — N/A N/A — — —
58017
Null-Phnix
JobHound Claim
Enables autonomous job search by scanning, scoring, and applying to jobs via AP…
— ○ ⏳ — N/A N/A — — —
58018
PierrunoYT
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
— ○ ⏳ — — — — 81 —
58019
sespinosafumanal
Enables querying a PostgreSQL database using natural language by retrieving con…
— ○ ⏳ — — — — — —
58020
beliq-eu
beliq-mcp Claim
Validates electronic invoices (XRechnung, ZUGFeRD, Factur-X, Peppol BIS, etc.) …
— ○ ⏳ — — — — — —
58021
kubeflow
Enables AI agents to plan, submit, monitor, and manage Kubeflow training jobs t…
— ○ ⏳ — — — — — —
58022
SunFlash12
AI memory buyer routing with Forge docs, pricing, paid recommendations, and MCP…
— ○ ⏳ — — — — — —
58023 — ○ ⏳ — N/A N/A — 95 —
58024
sattva2020
MCP server for Dokploy that dynamically generates 420+ tools from the Dokploy O…
— ○ ⏳ — — — — — —
58025
Bryan-cmf
cross-search Claim
Enables multi-engine parallel search with cross-validation, combining Brave, Ta…
— ○ ⏳ — — — — — —
58026
mdev26
Enables AI assistants to manage Microsoft SharePoint documents and folders thro…
— ○ ⏳ — — — — — —
58027
dondai1234
mcptokens Claim
Provides tool to count token cost of any MCP server's tool definitions, enablin…
— ○ ⏳ — N/A N/A — — —
58028
David-IABB
Resume parsing & candidate matching engine (European markets - ONSS/DIMONA comp…
— ○ ⏳ — N/A N/A — — —
58029
tzangms
shopline-mcp Claim
MCP server for the Shopline Open API. Exposes 140+ tools for querying and manag…
— ○ ⏳ — — — — — —
58030
0x-Professor
Enables forensic investigators to acquire data from Android devices via ADB, in…
— ○ ⏳ — N/A N/A — — —
58031
DikshaDogra25
Exposes SQL Server stored procedures as tools for LLM clients (Claude Desktop, …
— ○ ⏳ — N/A N/A — — —
58032
hady2010
openwrt-mcp Claim
Allows you to interact with an OpenWrt router via SSH, enabling command executi…
— ○ ⏳ — N/A N/A — — —
58033
sarveshsea
memoire Claim
Design system MCP server. 20 tools: extract design tokens from any URL, pull fr…
— ○ ⏳ — — — — — —
58034
marques576
Enables control of Yeelight smart lights over local LAN, supporting on/off, bri…
— ○ ⏳ — N/A N/A — — —
58035
yan5236
Provides Bing Chinese search and webpage crawling tools, enabling AI assistants…
— ○ ⏳ — — — — — —
58036
rijul170
falcon-mcp Claim
MCP server bridging AI assistants with CrowdStrike Falcon for SOC operations, e…
— ○ ⏳ — — — — — —
58037
AmitabhainArunachala
Enables agents to pay per call in USDC for live crypto prices and revenue intel…
— ○ ⏳ — — — — — —
58038
cbyrohl
cdash-mcp Claim
Enables natural language interaction with Kitware CDash for browsing dashboards…
— ○ ⏳ — N/A N/A — — —
58039
Anaagh05
Enables appending content to Google Docs and creating Gmail drafts via a lightw…
— ○ ⏳ — N/A N/A — — —
58040
Sachin-crypto
Enables LLMs to fetch Pokémon data, list popular Pokémon, and build tournament …
— ○ ⏳ — N/A N/A — — —
58041
lichman0405
raspa-mcp Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
— ○ ⏳ — N/A N/A — — —
58042
zzhiyuann
Cortex Claim
A plug-in layer for AI coding agents that adds remote access via Telegram, self…
— ○ ⏳ — N/A N/A — — —
58043
dbbuilder-org
px-pipe-mcp Claim
Renders large text blobs as dense PNG image pages via pxpipe, enabling vision m…
— ○ ⏳ — N/A N/A — — —
58044
carlyou
A community-maintained MCP server for interacting with PagerDuty accounts, enab…
— ○ ⏳ — — — — — —
58045
VeryLongOrgNameSuchWow
An MCP server that connects AI assistants to Kanban Tool for reading and managi…
— ○ ⏳ — — — — — —
58046
nucreaxion
MCP server for insurance claim pilot tools, providing policy search, claim look…
— ○ ⏳ — — — — — —
58047
Hackerobi
Turn Claude Desktop into a network security analyst. A comprehensive MCP server…
— ○ ⏳ — N/A N/A — — —
58048
Slimouzi
MCP server for IFC geometric audit, providing tools to detect space clashes, ex…
— ○ ⏳ — N/A N/A — — —
58049
VoidNxSEC
Enables AI assistants to interact with NixOS development tools, manage builds, …
— ○ ⏳ — N/A N/A — — —
58050
Codename-11
openclaw-mcp Claim
MCP server for Claude Code to interact with OpenClaw AI agents (Daemon, Soren, …
— ○ ⏳ — N/A N/A — — —
Showing 58001–58050 of 69111 servers