MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 2 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23901
trackingtime
Query time entries, projects, tasks, and team productivity data from any AI ass…
F 30 35 10 0 81
23902
ren89752
aidroid Claim
Search official Microsoft and Azure documentation to ground your answers with t…
F 30 35 10 0 81
23903
howard-eridani
Discover and download a variety of assets including prompts, skills, and connec…
F 30 35 10 0 81
23904
aparajithn
Streamline technical workflows with a comprehensive suite of data transformatio…
F 30 35 10 0 81
23905
osamah96
bmptest1 Claim
F 30 35 10 0 81
23906
browserbasehq
Browserbase Claim
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
F 30 35 10 0 81
23907
frenexai
frenex.ai Claim
Participate in prediction markets and share analytical opinions to build credib…
F 30 35 10 0 81
23908
zaitrarrio
todo Claim
Stay organized with quick task capture and clear tracking. Create, review, comp…
F 30 35 10 0 81
23909
docfork
Docfork Claim
Up-to-date docs for AI Agents. Sign up for free API key at https://docfork.com
F 30 35 10 0 81
23910
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 35 10 0 81
23911
csgaglobal
COBOL Bridge Claim
AI-powered COBOL mainframe modernization platform with 11 MCP tools, 3 resource…
F 30 35 10 0 81
23912
omegamemory
Omega Claim
Maintain persistent project context by storing decisions, lessons, and task che…
F 30 35 10 0 81
23913
jhongjun1981
AI-powered email assistant MCP server. Features: send emails, manage SMTP accou…
F 30 35 10 0 81
23914
acedatacloud-mcp
mcp-sora Claim
F 30 35 10 0 81
23915
quanti-io
mcp-server Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
F 30 35 10 0 81
23916
mifactory-bot
Verify reasoning chains before AI agents act. Pay-per-use MCP server.
F 30 35 10 0 81
23917
sweeppea
Sweeppea MCP Claim
Sweeppea MCP: Professional US & Canada Sweepstakes Compliance Manage sweepstak…
F 30 35 10 0 81
23918
jobly
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
F 30 35 10 0 81
23919
headlessoracle
Cryptographically signed market state verification for autonomous financial age…
F 30 35 10 0 81
23920
frihet
Frihet Claim
AI-native business management MCP server. 31 tools for invoicing, expenses, cli…
F 30 35 10 0 81
23921
saber
Saber Claim
The Saber MCP server has tools available for creating company and contact signa…
F 30 35 10 0 81
23922
civicteam
nexus Claim
Zero-setup MCP gateway securely connecting AI to your tools with authentication…
F 30 35 10 0 81
23923
ronald
prismmeta Claim
Search your data in natural language, analyze datasets, and generate polished r…
F 30 35 10 0 81
23924
christos
Locate and verify insurance intermediaries registered in Greece using various s…
F 30 35 10 0 81
23925
ezbiz-services
EzBiz Social Claim
Analyze social media profiles and brand presence to identify posting patterns a…
F 30 35 10 0 81
23926
Prompeteer
Generate optimized prompts for over 140 platforms using Prompeteer's Contextual…
F 30 35 10 0 81
23927
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 35 10 0 81
23928
browserous
Zero-configuration on-demand cloud browser for your agent. Navigate web pages, …
F 30 35 10 0 81
23929
Tasfiul-Hedayet
mcp-teat Claim
Explore a predefined dataset with quick summaries and targeted analysis. Ask qu…
F 30 35 10 0 81
23930
node2flow
Airtable Claim 1
MCP server for Airtable API — manage records, bases, tables, fields, and webhoo…
F 30 35 10 0 81
23931
wolfpack
On-chain security and intelligence MCP server for Base chain trading agents. 4 …
F 30 35 10 0 81
23932
openclaw-ai
Regex Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
F 30 35 10 0 81
23933
penfield
Penfield Claim
Manages long-term memory and cognitive state to enable personalized and consist…
F 30 35 10 0 81
23934
InstaPods
InstaPods Claim
Deploy and manage cloud servers from AI agents. Create pods, push code, run com…
F 30 35 10 0 81
23935
onesignal
OneSignal Claim
OneSignal is a customer engagement platform that lets you send targeted push no…
F 30 35 10 0 81
23936
Databox-MCP
Databox Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
F 30 35 10 0 81
23937
raja
Dowhistle Claim
Connect with local businesses and services through precise location-based searc…
F 30 35 10 0 81
23938
twohalves
Comprehensive pharmaceutical regulatory intelligence MCP server. 4 tools across…
F 30 35 10 0 81
23939
lexsocket
mcp-ted Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
F 30 35 10 0 81
23940
waldzellai
[FINAL UPDATE] future updates will be rolled out to Thoughtbox --> https://smi…
F 30 35 10 0 81
23941
lexsocket
mcp-eurlex Claim
Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/
F 30 35 10 0 81
23942
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 35 10 0 81
23943
mem0ai
Memory Tool Claim
Save, search, and manage long-term memories across users and apps. Quickly reca…
F 30 35 10 0 81
23944
ghostrouter
Memory Claim
Store and recall persistent information across conversations to maintain long-t…
F 30 35 10 0 81
23945
emmanuel
NWS Weather Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
F 30 35 10 0 81
23946
makenotion
mcp Claim
Official Notion MCP server
F 30 35 10 0 81
23947
emmanuel
US Weather Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
F 30 35 10 0 81
23948
found402
Hosts agent-card.json files for businesses who can't serve them from their own …
F 30 35 10 0 81
23949
tbakerx
**Lightning-fast domain search directly in your AI workflow** Search domain av…
F 30 35 10 0 81
23950
Tasfiul-Hedayet
mcp-tea Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
F 30 35 10 0 81
Showing 23901–23950 of 33332 servers
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