MCP Server Quality Scores

Independent quality analysis of 66394 public MCP servers

66394
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
801
andybrandt
mcp-simple-timeserver Claim 1
An MCP server that allows checking local time on the client machine or current …
B 82 66 81 86 86 53 80 96
802
Dazlarus
Enables autonomous coding agents to escalate complex technical questions to Cha…
B 82 54 96 68 N/A 52 90 96
803
LeadMagic
LeadMagic MCP Server Claim 1
Provides 19 B2B data enrichment tools for finding and validating emails, search…
B 82 55 84 75 66 82 99
804
marshally
MCP server exposing Martin Fowler's refactoring catalog to LLMs with 71+ refact…
B 82 55 84 74 N/A 68 92 89
805
ofershap
mcp-server-cloudflare Claim 1
Manage Cloudflare Workers, KV, R2, Pages, DNS, and cache from your IDE.
B 82 55 76 100 62 95 67
806
ambient-code
Delegates expensive or long-running AI tasks to Kubernetes-hosted Claude agents…
B 82 55 86 100 55 81 79
807
chongzixuan-ai
Captures high-quality screenshots and screencasts of web pages, automatically t…
B 82 55 96 82 N/A 50 95 73
808
JaviMaligno
postgres_mcp Claim
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
B 82 54 100 62 N/A 47 92 98
809
Ansvar-Systems
ugandan-law-mcp Claim 1
Uganda legislation via MCP -- full-text search across statutes and provisions
B 82 66 92 73 92 51 80 94
810
KashunCheng
dap_mcp Claim
Model Context Protocol (MCP) server that interacts with a Debugger
B 82 54 90 60 N/A 68 89 99
811
ConechoAI
Nano-Banana-MCP Claim
A Nano Banana MCP server, which you can integrate to cursor/claude code and any…
B 81 55 96 71 49 81 100
812
Xiaozhang22
Provides access to GitHub trending projects through MCP, allowing AI assistants…
B 81 66 80 90 100 27 81 91
813
kevinwatt
ffmpeg-mcp-lite Claim
MCP server for video/audio processing via FFmpeg - convert, compress, trim, ext…
B 81 55 66 82 N/A 61 95 98
814
vini-cius
A secure Model Context Protocol service that enables executing SQL Server queri…
B 81 55 94 72 59 81 94
815
neilberkman
clippy Claim
Gives AI assistants direct access to macOS clipboard - letting Claude copy gene…
B 81 54 90 41 N/A 82 95 98
816
elijah-g
Woolworths MCP Server Claim 1
Enables interaction with Woolworths Australia's online shopping platform throug…
B 81 55 78 100 N/A 44 95 75
817
Pantheon-LadderWorks
omni-scanner Claim
Codebase observatory with 56+ scanners for git health, architecture, and docume…
B 81 54 96 56 N/A 63 90 97
818
desimpkins
A comprehensive MCP server that provides full integration with LightRAG API, of…
B 81 55 100 68 45 81 100
819
1999AZZAR
chaining-mcp-server Claim 1
A unified MCP server for enterprise tool chaining, route optimization, sequenti…
B 81 54 100 58 N/A 50 95 90
820
stefanoamorelli
storybook-mcp-server Claim 1
An MCP server that enables AI assistants to browse Storybook components, manage…
B 81 54 85 56 67 95 99
821
ExpertVagabond
ibmz Claim
IBM Z mainframe MCP server - Key Protect HSM & z/OS
B 81 54 94 61 N/A 52 95 97
822
olaservo
A tool that implements Claude Shannon's problem-solving methodology to help bre…
B 81 54 90 57 N/A 69 95 90
823
Easysend-co
easysend Claim 1
EasySend file sharing MCP server - upload, download and share files. No authent…
B 81 44 90 N/A N/A 29 95 96
824
tmaasen
Apple Dev MCP Server Claim 1
Provides AI assistants with access to Apple's Human Interface Guidelines and te…
B 81 54 90 58 N/A 69 90 97
825
PlanExeOrg
PlanExe Claim 1
MCP server for generating rough-draft project plans from natural-language promp…
B 81 66 75 74 98 57 82 95
826
zakblacki
A Model Context Protocol (MCP) server for integrating with the SATIM payment ga…
B 81 55 92 83 48 81 89
827
lishenxydlgzs
A very simple vector store that provides capability to watch a list of director…
B 81 54 90 68 N/A 52 92 93
828
j0hanz
Filesystem MCP Claim 1
MCP Server that enables LLMs to interact with the local filesystem.
B 81 55 70 100 N/A 39 95 93
829
Nikolaibibo
ComfyUI MCP Server Claim
Enables Claude Desktop to interact with local ComfyUI installations for AI-powe…
B 81 55 100 82 N/A 26 95 83
830
kovashikawa
BLS MCP Server Claim
Enables access to Bureau of Labor Statistics (BLS) economic data including Cons…
B 81 55 90 91 48 81 84
831
Ansvar-Systems
saudi-law-mcp Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 54 71 93 N/A 47 95 93
832
JohanCodinha
nREPL MCP Server Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 55 96 100 26 81 84
833
kujenga
zotero-mcp Claim
Model Context Protocol (MCP) server for the Zotero API, in Python
B 81 55 84 82 N/A 66 90 80
834
tomnagengast
Provides integration with Apache Airflow's REST API, allowing AI assistants to …
B 81 55 100 70 42 81 99
835
griffinwork40
Twilio MCP Server Claim 1
Enables AI-powered SMS messaging through Twilio with automatic conversation thr…
B 81 55 94 75 51 82 96
836
caron14
BigQuery Validator Claim 1
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
B 81 55 96 100 75 81 43
837
izumin5210
any-script-mcp Claim
An MCP server that exposes arbitrary CLI tools and shell scripts as MCP Tools
B 81 54 90 60 N/A 68 87 96
838
dsgarage
MaxRefMCP Claim
Provides a comprehensive reference tool for Max/MSP and Max4Live with Japanese …
B 81 66 90 86 91 24 81 95
839
vdappdev2
vtimestamp-mcp Claim 1
Enables AI agents to verify document timestamps and list all recorded proofs on…
B 81 55 61 100 54 95 90
840
VoCoufi
Captures and organizes structured markdown notes from Claude Code sessions with…
B 81 54 94 52 N/A 75 95 89
841
RamXX
mcp-tavily Claim 2
An MCP server for Tavily's search API
B 81 54 75 77 N/A 60 94 94
842
pdfcrowd
Create polished, professional PDFs from a single prompt. Documentation, reports…
B 81 55 84 100 N/A 58 83 68
843
FoodXDevelopment
Food data tools for any AI agent. Describe food in English, get structured data…
B 81 54 90 71 N/A 48 95 93
844
molanojustin
smithsonian-mcp Claim
MCP server that provides AI assistants with access to the Smithsonian Instituti…
B 81 55 94 67 65 82 93
845
syucream
Provides MCP-compatible access to Holaspirit's API, allowing AI assistants to i…
B 81 55 84 72 70 78 100
846
OneNicolas
French public services: tax, property, admin, education, healthcare, security, …
B 81 66 71 93 100 42 81 87
847
PatrickSys
codebase-context Claim
Local MCP server that shows AI agents which patterns your team actually uses, w…
B 81 44 64 N/A N/A 71 95 94
848
agileandy
A security-focused Model Context Protocol server that enables controlled local …
B 81 54 96 61 N/A 55 90 93
849
daedalus
mcp-ecdsa Claim 1
MCP server for ECDSA cryptography
B 81 44 63 N/A N/A 67 95 99
850
indragiek
uniprof Claim
Universal CPU profiler designed for humans and AI agents
B 81 54 90 58 N/A 66 95 91
Showing 801–850 of 66394 servers
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