MCP Server Quality Scores

Independent quality analysis of 66495 public MCP servers

66495
Discovered
31823
Scored
2112
Verified
16953
Complete

Last updated 4 hours, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
56201
Crawlio-app
Bridge a live Chrome browser to your agent: 150 tools for capture, extraction, …
N/A N/A
56202
EquateItAu
Read-only MCP server for ClassQuill, a tutoring-business-management platform.
56203
promobase
A typed MCP server that wraps the Google Ads API v20, enabling AI agents to man…
56204
rawtreedb
Enables querying, inserting, and managing unstructured data in RawTree via SQL,…
56205
ben-2wnm
AI memory layer for fractional CMOs managing multiple clients. Each client gets…
N/A N/A 95
56206
Yarmoluk
Enables persistent, graph-based memory for AI agents, allowing them to store, t…
N/A N/A
56207
dockai
dock-ai Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
81
56208
popoastier
Enables local AI agents to search, read, and manage a user's saved X likes and …
N/A N/A
56209
Valxyria
AI-powered PCB and schematic design with KiCad. Works with Claude, Cursor, VS C…
N/A N/A
56210
Benrishty
A Model Context Protocol (MCP) server for SQL Server / Azure SQL that enables q…
56211
clidey
deptrust Claim
deptrust is a CLI that checks package versions for known vulnerabilities across…
N/A N/A
56212
Noriget
AgentCron Claim
Schedule tasks for later from your AI agent: reminders, delayed webhooks, recur…
56213
daleweaver1981
50 AI prompts for real estate listing agents — CMA, MLS, buyer presentations
N/A N/A
56214
claygeo
Local-first MCP server for agents that need to work across multiple Gmail and M…
N/A N/A
56215
khawjaahmad
A basic example of deploying a serverless Model Context Protocol (MCP) server u…
N/A N/A 95
56216
ai-singhal
Mirrors Claim
AI agent testing: replay real sessions against a rebuilt staging environment to…
56217
Saml1211
A production-ready MCP server that connects AI assistants to the D-Tools System…
N/A N/A
56218
clauxel
Paid remote MCP for agent code search routing MCP, structured receipts, audit l…
56219
abl030
slskd-mcp Claim
An MCP server that gives AI agents full control over slskd, a modern Soulseek c…
N/A N/A
56220
Gmail Claim 2
Gmail integration with OAuth authentication, message search, batch operations, …
N/A N/A 61
56221
PavelGuzenfeld
Exposes Google NotebookLM as MCP tools, enabling management of notebooks, sourc…
56222
Qbandev
Enables AI assistants to query blockchain data across 30+ networks via Infura, …
56223
dinesh36
Enables interactive chat with AI models via Anthropic API, with controlled file…
N/A N/A
56224
edinetdb
Structured financial data for ~3,800 Japanese listed companies from EDINET regu…
56225
Natural language interface designed for agentic applications to manage and sear…
N/A N/A 81
56226
memsprout
memsprout Claim
shared AI-context layer for teams — persistent memory your agents search and up…
56227
arvid-berndtsson
Chess MCP Claim
A powerful chess engine and game server built with the Model Context Protocol (…
N/A N/A
56228
masa061580
A local MCP server enabling PubMed, PMC, and iCite API access via stdio for too…
N/A N/A
56229
Opedd
Licensed, rights-cleared content for AI agents - verifiable license keys + EU A…
56230
MorganFisher2007
Noemic Claim
Someone to talk to, for your user: coaches, mentors, accountability partners. F…
56231
lprdgds
Screens DIBBS RFQs for micro-purchase viability using deterministic logic witho…
56232 N/A N/A 95
56233
cyanheads
Guardian Open Platform — search and retrieve full article text from The Guardia…
N/A N/A
56234
2niuhe
plantuml_web Claim
A web-based PlantUML frontend with MCP server integration, enable plantuml imag…
81
56235
MCP-Mirror
An MCP server that enables LLMs to interact with Ashby's Applicant Tracking Sys…
81
56236
ArboRithmDev
Daimon Claim
A local daemon for macOS that gives any MCP-capable AI client eyes, hands, and …
N/A N/A
56237
yarism
Greet anyone by name with friendly, customizable salutations. Learn the origin …
N/A N/A 95
56238
CSOAI-ORG
BFT Progress Council MCP — 5-voter Byzantine council halts agentic loops when n…
81
56239
edgardomunoznajar
Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citati…
N/A N/A 95
56240
mcmurrym
Weather API tools — current, hourly, daily forecasts, and historical data.
N/A N/A 83
56241
belgrano9
Enables querying Renfe train schedules, checking prices, and finding stations a…
56242
carlosfernandescrypt
Local MCP server that transforms Figma documentation and business rules into a …
N/A N/A
56243
markelaugust74
Enables semantic search over your Cursor IDE chat history by vectorizing prompt…
N/A N/A
56244
stanic-mah
BridgeDesk Claim
A desktop launcher and local MCP workspace server that enables ChatGPT and othe…
56245
bpzx
A Model Context Protocol server for web scraping and searching, with automatic …
56246
clauderecallhq
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
N/A N/A 95
56247
RobertoDure
Provides AI assistants with secure access to Metasploit Framework functionality…
N/A N/A
56248
mirasolutions06
Self-hosted football social-media agent that drafts posts, generates assets, an…
N/A N/A
56249
Sorsa-io
sorsa-mcp Claim
MCP server for the Sorsa.io X/Twitter data API
N/A N/A
56250
MatthewDavisAIArchitect
Architecture-grounded query for AI agents. Governance constraints, system depen…
Showing 56201–56250 of 66495 servers