MCP Server Quality Scores

Independent quality analysis of 69070 public MCP servers

69070
Discovered
→
33788
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 33 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60951
AparaviSoftware
Integrates with Aparavi's document processing API to allow LLMs to process docu…
— ○ ⏳ — — — — — —
60952
codenoob-jacky
App Adapter Claim
An MCP server that translates human GUI actions into machine-executable command…
— ○ ⏳ — N/A N/A — — —
60953
universal-mcp
Provides a standardized interface for interacting with Contentful's tools and s…
— ○ ⏳ — — — — — —
60954
fastmcp-me
Enables PDF manipulation including text, images, annotations, form fields, page…
— ○ ⏳ — N/A N/A — — —
60955
conao3
mcp-uuid Claim
A Model Context Protocol server that generates random UUIDs (v4) for MCP-compat…
— ○ ⏳ — N/A N/A — — —
60956
taiyofujiwara
Middleware that converts existing APIs/DBs into MCP tools with secure credentia…
— ○ ⏳ — — — — — —
60957
Umarfarook1
A BigQuery MCP server with mandatory cost guardrails that dry-run every query b…
— ○ ⏳ — — — — — —
60958
rangogamedev
codecks-mcp Claim
MCP server for Codecks project management, providing 38 tools to manage cards, …
— ○ ⏳ — N/A N/A — — —
60959
unvus
neosql-mcp Claim
Enables MCP hosts to use NeoSQL Desktop tools for database management, includin…
— ○ ⏳ — N/A N/A — — —
60960
ark-forge
mcp-dora Claim
DORA compliance scanner MCP server that scans projects for regulatory gaps, cla…
— ○ ⏳ — N/A N/A — — —
60961
xiaobenyang-com
ip_search Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
— ○ ⏳ — N/A N/A — 95 —
60962
FoundZiGu
A fixed MCP server that interacts with RAGFlow for dataset management and chat …
— ○ ⏳ — — — — — —
60963
mossipcams
Read-only MCP server for YNAB that provides tools for budgets, accounts, catego…
— ○ ⏳ — — — — — —
60964
devinoldenburg
MCP server for Aceternity UI components, enabling AI assistants to discover, se…
— ○ ⏳ — N/A N/A — — —
60965
satiyap
Enables AI assistants to read Confluence Cloud pages as markdown, browse page t…
— ○ ⏳ — N/A N/A — — —
60966
mishrole
Enables users to get weather forecasts for any city using the Open-Meteo API th…
— ○ ⏳ — N/A N/A — — —
60967
maejie
Enables budget management, scenario creation, and value updates through natural…
— ○ ⏳ — — — — — —
60968
dgoo2308
Enables controlling a Transmission torrent daemon, allowing adding, listing, co…
— ○ ⏳ — N/A N/A — — —
60969
cwattsnogueira
AVA Claim
Enables AI agents to create Gmail drafts safely using the Gmail API, without se…
— ○ ⏳ — N/A N/A — — —
60970
kobiton
kobiton Claim
Enables mobile device management, app upload, automation session execution, and…
— ○ ⏳ — — — — — —
60971
Bluesun-Networks
MCP server for Huly project management — enables managing issues, documents, pe…
— ○ ⏳ — N/A N/A — — —
60972
dinglebear-ai
Yarr MCP Claim
Self-hosted media fleet operations across Sonarr, Radarr, Plex, and related app…
— ○ ⏳ — N/A N/A — — —
60973
TONresistor
MCP server for managing TON blockchain sites, deployments, DNS, and storage via…
— ○ ⏳ — — — — — —
60974
YMuskrat
arcticdb-mcp Claim
An MCP server for structured read/write access to ArcticDB, enabling AI assista…
— ○ ⏳ — N/A N/A — — —
60975
BalaGanaparthi
An MCP server for managing Okta users (CRUD operations) with full OAuth 2.1 com…
— ○ ⏳ — N/A N/A — — —
60976
lpxuesir5555
Enables AI assistants to search, compare, and order corporate financial and tax…
— ○ ⏳ — — — — — —
60977
j0KZ
synthlab-mcp Claim
Enables AI-powered music composition and synthesis by generating Pure Data patc…
— ○ ⏳ — N/A N/A — — —
60978
Ciel-17
A demonstrative MCP server that exposes a query-user tool for retrieving user i…
— ○ ⏳ — N/A N/A — — —
60979
Sqcows
forgejo-mcp Claim
A Model Context Protocol (MCP) server for Forgejo and Gitea instances, enabling…
— ○ ⏳ — — — — — —
60980
dsvantien
A Model Context Protocol (MCP) server providing access to NetSuite data through…
— ○ ⏳ — N/A N/A — — —
60981
ratulotron
sc-mcp Claim
A read-only MCP server that wraps the Scalable Capital CLI to expose broker dat…
— ○ ⏳ — N/A N/A — — —
60982
KuldeepJha5176
Enables natural language interaction with Notion workspace, including search, p…
— ○ ⏳ — — — — — —
60983
mpgharris
docker-mcp Claim
Wraps the Docker Engine API as MCP tools for container and image management. Re…
— ○ ⏳ — — — — — —
60984
troelskn
swehockey Claim
Enables AI assistants to look up Swedish ice-hockey data from stats.swehockey.s…
— ○ ⏳ — — — — — —
60985
aakarshitsharma06
Supercharges AI-assisted debugging of Playwright tests by parsing trace files t…
— ○ ⏳ — N/A N/A — — —
60986
Pro0f
DevsContext Claim
DevsContext is an MCP server that provides AI coding agents with synthesized en…
— ○ ⏳ — N/A N/A — — —
60987
Doucs91
hAIve MCP Claim
Enforces team knowledge and workflow policies for AI coding agents by providing…
— ○ ⏳ — N/A N/A — — —
60988
goldenpath-ai
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
— ○ ⏳ — — — — — —
60989
OITApps
A Model Context Protocol (MCP) server that provides AI agents with seamless acc…
— ○ ⏳ — — — — — —
60990
jdillick
Provides current time in military format (HHMMSS) with or without date. Enables…
— ○ ⏳ — N/A N/A — — —
60991
efeabio
MCP server for Redis interaction with dynamic connection setup and management.
— ○ ⏳ — N/A N/A — — —
60992
rochaussee
Manages your entire Webex Calling infrastructure using natural language through…
— ○ ⏳ — N/A N/A — — —
60993
mcpflow
ntropy-mcp Claim
Enables enriching banking data using the Ntropy API, with tools to create accou…
— ○ ⏳ — — — — — —
60994
sthbryan
This MCP server provides tools for AI agents to search the web, fetch page cont…
— ○ ⏳ — — — — — —
60995
DarKSanjan
Unified MCP server offering 30 tools for Singapore government and public data i…
— ○ ⏳ — — — — — —
60996
CSOAI-ORG
Issues, verifies, and exchanges portable cryptographic compliance passports for…
— ○ ⏳ — — — — — —
60997
AMMIROSOH
Kdenlive MCP Claim
Provides a headless video editing workflow using portable JSON projects and Kde…
— ○ ⏳ — N/A N/A — — —
60998
eloktev
Wraps the Remnawave API to provide per-operation MCP tools with mutation safety…
— ○ ⏳ — — — — — —
60999
deialedin
Enables monitoring web pages for changes using Playwright, storing snapshots in…
— ○ ⏳ — N/A N/A — — —
61000
hinanyin
A TypeScript MCP server for querying React component documentation, searching a…
— ○ ⏳ — N/A N/A — — —
Showing 60951–61000 of 69070 servers