MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
701
jjones-wps
Provides read-only access to Microsoft SQL Server databases using Windows Authe…
B 82 5⁄4 ◉ ⏳ 94 46 N/A 81 95 98
702
nkarasiak
QGIS MCP ⚡ Claim 1
An MCP server that enables AI assistants to directly control QGIS for tasks lik…
B 82 5⁄5 ◉ ⏳ 79 82 N/A 49 95 96
703
rog0x
github ⚡ Claim
GitHub analytics - repos, PRs, issues, releases, contributors
B 82 4⁄4 ◉ ⏳ 78 N/A N/A 55 95 95
704
TocharianOU
Kibana ⚡ Claim 1
Kibana MCP Server with dynamic API discovery and comprehensive Elastic Stack in…
B 82 5⁄5 ◉ ⏳ 88 82 N/A 83 74 85
705
eddmann
intervals-icu-mcp ⚡ Claim
A Model Context Protocol (MCP) server for Intervals.icu integration. Access you…
B 82 5⁄5 ◉ ⏳ 66 100 — 46 94 95
706
JaviMaligno
postgres_mcp ⚡ Claim
PostgreSQL MCP server with 14 tools for querying, schema exploration, and table…
B 82 5⁄4 ◉ ⏳ 100 62 N/A 47 92 98
707
sandraschi
Provides unified control for both physical robots (ROS-based like Moorebot Scou…
B 82 5⁄5 ◉ ⏳ 90 82 — 69 81 82
708
gavxm
ani-mcp ⚡ Claim 2
MCP server for AniList with taste-aware recommendations, watch analytics, socia…
B 82 5⁄5 ◉ ⏳ 76 82 N/A 84 84 86
709
Anarkh-Lee
Universal DB MCP ⚡ Claim 1
Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases …
B 82 5⁄5 ◉ ⏳ 90 72 — 85 82 83
710
Ansvar-Systems
us-regulations-mcp ⚡ Claim 1
US compliance: HIPAA, CCPA, SOX, GLBA, FERPA, COPPA, FDA, EPA, FFIEC, NYDFS + 4…
B 82 5⁄4 ◉ ⏳ 71 92 N/A 51 95 93
711
ttommyth
interactive-mcp ⚡ Claim
Enables interactive LLM workflows by adding local user prompts and chat capabil…
B 82 5⁄4 ◉ ⏳ 90 63 N/A 73 90 92
712
zachegner
Provides AI agents with structured access to U.S. EPA environmental data includ…
B 82 5⁄5 ◉ ⏳ 94 82 — 44 82 95
713
javimaligno
postgres_mcp ⚡ Claim
B 82 5⁄4 ◉ ⏳ 100 62 N/A 47 92 97
714
cycloidio
server ⚡ Claim 1
An MCP server that let you interact with Cycloid.io Internal Development Portal…
B 82 6⁄6 ◉ ⏳ 85 86 87 55 81 91
715
vanphappi
Kiro CLI MCP Server ⚡ Claim 2
Enables IDE agents like Cursor and Windsurf to orchestrate kiro-cli with advanc…
B 82 5⁄5 ◉ ⏳ 94 91 N/A 46 90 77
716
syndr
Enables monitoring and analysis of Ansible playbook executions through the Ara …
B 82 5⁄5 ◉ ⏳ 92 68 — 70 81 97
717
kiliman
codemesh ⚡ Claim
CodeMesh enables AI agents to orchestrate any MCP server by writing TypeScript …
B 82 5⁄4 ◉ ⏳ 96 58 — 64 95 91
718
skwallace36
Pepper Claim
iOS dynamic library MCP for agents
B 82 4⁄4 ◉ ⏳ 80 N/A N/A 56 95 91
719
eLyiN
Codex Bridge ⚡ Claim
Enables AI coding assistants to interact with OpenAI's Codex AI through the off…
B 82 5⁄5 ◉ ⏳ 72 82 N/A 78 95 86
720
n8m8
Enables AI agents to manage Bitcoin and USDC payments by checking balances, sen…
B 82 5⁄5 ◉ ⏳ 94 73 — 58 80 98
721
YamadaAoi
mcp-sketch ⚡ Claim
Local MCP server for parsing Sketch exported HTML zip archives and extracting d…
B 82 4⁄4 ◉ ⏳ 78 N/A N/A 58 95 91
722
wspringer
HiGHS MCP Server ⚡ Claim
Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…
B 82 5⁄5 ◉ ⏳ 96 66 — 70 84 90
723
geekbot-com
Geekbot MCP ⚡ Claim
A server that bridges Anthropic's Claude AI with Geekbot's standup management t…
B 82 5⁄4 ◉ ⏳ 90 65 N/A 71 90 93
724
human-pages-ai
humanpages ⚡ Claim
Access real-world people who listed themselves to be hired by agents. Search by…
B 82 6⁄6 ◉ ⏳ 94 77 87 54 81 89
725
merajmehrabi
Outlook Calendar MCP ⚡ Claim 1
The Outlook Calendar MCP enables Claude to directly manage Microsoft Outlook ca…
B 82 5⁄4 ◉ ⏳ 94 58 N/A 70 87 100
726
Ansvar-Systems
brazil-law-mcp ⚡ Claim
Brazil legislation via MCP — full-text search across statutes and provisions
B 82 5⁄4 ◉ ⏳ 75 93 N/A 48 95 93
727
reitsmasieto-wq
Stress recovery protocols via Lightning payments: post-concussion, post-COVID, …
B 82 6⁄6 ◉ ⏳ 90 100 86 23 81 94
728
cap-js
mcp-server ⚡ Claim
Model Context Protocol (MCP) server for AI-assisted development of CAP applicat…
B 82 5⁄4 ◉ ⏳ 84 58 N/A 91 91 92
729
mrkrsl
web-search-mcp ⚡ Claim
A simple, locally hosted Web Search MCP server for use with Local LLMs
B 82 5⁄4 ◉ ⏳ 88 62 N/A 74 92 92
730
adepanges
An unofficial MCP server that enables Claude to interact with TeamRetro.com's A…
B 82 5⁄5 ◉ ⏳ 90 60 — 85 83 94
731
AytuncYildizli
legends-mcp ⚡ Claim 1
Your personal council of tech titans, investing legends, and crypto builders. 3…
B 82 5⁄4 ◉ ⏳ 90 68 N/A 69 89 90
732
TharanaBope
SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)
B 82 5⁄4 ◉ ⏳ 94 67 N/A 53 87 100
733
Hengle
Enables AI assistants to analyze and inspect RenderDoc capture files, providing…
B 82 5⁄5 ◉ ⏳ 72 91 N/A 53 95 92
734
ofershap
GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage …
B 82 5⁄5 ◉ ⏳ 72 100 — 55 95 82
735
PeterShin23
Enables users to search for events, performers, and venues through the SeatGeek…
B 82 5⁄5 ◉ ⏳ 88 100 — 47 81 80
736
cyanheads
pubchem-mcp-server ⚡ Claim
Search PubChem compounds, properties, safety data, bioactivity, and cross-refer…
B 82 5⁄5 ◉ ⏳ 90 77 — 53 81 100
737
neogene-ai
otp-ojp ⚡ Claim
Validate, introspect, and parse talent profiles (OTP) and job postings (OJP)
B 82 5⁄5 ◉ ⏳ 90 91 N/A 30 95 88
738
laurigates
FoundryVTT MCP Server ⚡ Claim 1
A Model Context Protocol server that integrates with FoundryVTT, allowing AI as…
B 82 5⁄5 ◉ ⏳ 85 67 — 83 81 94
739
simon-ami
win-cli-mcp-server ⚡ Claim 1
Model Context Protocol server for secure command-line interactions on Windows s…
B 82 5⁄5 ◉ ⏳ 96 82 N/A 47 95 79
740
hungnguyenhtbvn-max
autron-core Claim
Open Identity Standard for AI Agents — DID, Agent Cards, delegation, reputation…
B 82 5⁄4 ◉ ⏳ 72 71 N/A 76 95 100
741
habedi
omni-lpr ⚡ Claim 1
An MCP server for automatic license plate recognition
B 82 5⁄4 ◉ ⏳ 75 76 N/A 68 90 100
742
purupurupu
Chrome DevTools extension that detects CSS properties with no effect
B 82 4⁄4 ◉ ⏳ 72 N/A N/A 61 95 99
743
shinzo-labs
shinzo-ts ⚡ Claim
TypeScript SDK for MCP server observability, built on OpenTelemetry. Gain insig…
B 82 5⁄4 ◉ ⏳ 100 40 N/A 80 92 97
744
schlpbch
Provides Swiss Aare river swimming data including water temperature, flow rates…
B 82 6⁄6 ◉ ⏳ 86 82 89 53 84 91
745
openclawcity
Connects Claude agents to a persistent virtual city where they can register, ex…
B 82 5⁄5 ◉ ⏳ 90 100 — 28 81 92
746
nomagicln
MCP Harbor ⚡ Claim
A Node.js application that provides a Model Context Protocol server for interac…
B 82 5⁄5 ◉ ⏳ 92 75 — 62 76 99
747
jnMetaCode
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ e…
B 82 4⁄4 ◉ ⏳ 66 N/A N/A 69 95 97
748
erajasekar
MCP server for AI Diagram Maker — generate flowcharts, sequence diagrams, ERDs,…
B 82 6⁄6 ◉ ⏳ 84 80 96 64 71 93
749
spences10
mcp-jinaai-reader ⚡ Claim
🔍 Model Context Protocol (MCP) tool for parsing websites using the Jina.ai Read…
B 82 5⁄4 ◉ ⏳ 90 71 N/A 52 95 95
750
thecombatwombat
replicant-mcp ⚡ Claim 1
Android MCP server for AI-assisted Android development. Build APKs, launch emul…
B 82 5⁄4 ◉ ⏳ 85 65 N/A 85 90 87
Showing 701–750 of 68948 servers
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