MCP Server Quality Scores

Independent quality analysis of 68948 public MCP servers

68948
Discovered
→
33695
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 23 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
901
VoCoufi
Captures and organizes structured markdown notes from Claude Code sessions with…
B 81 5⁄4 ◉ ⏳ 94 52 N/A 75 95 89
902
Ansvar-Systems
kenya-law-mcp ⚡ Claim
Kenya legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 75 93 N/A 37 95 92
903
anthonybir
Enables secure local filesystem operations and interactive terminal sessions fo…
B 81 5⁄4 ◉ ⏳ 90 67 N/A 50 95 93
904
Ansvar-Systems
maltese-law-mcp ⚡ Claim
Maltese legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 71 93 N/A 49 95 91
905
RamXX
mcp-tavily ⚡ Claim 2
An MCP server for Tavily's search API
B 81 5⁄4 ◉ ⏳ 75 77 N/A 60 94 94
906
pwilkin
Enables comprehensive file operations including reading, writing, searching, an…
B 81 5⁄5 ◉ ⏳ 74 100 N/A 46 95 78
907
hqtrung
Enables AI assistants to interact with the Finizi B4B platform through 15 compr…
B 81 5⁄5 ◉ ⏳ 88 82 — 44 81 100
908
russellbrenner
AusLaw MCP ⚡ Claim 1
Enables users to search and retrieve Australian legislation and case law with f…
B 81 5⁄5 ◉ ⏳ 82 82 N/A 66 95 74
909
mbelinky
An enhanced Model Context Protocol server that enables Claude to interact with …
B 81 5⁄5 ◉ ⏳ 96 73 — 51 81 96
910
ai-4-devops
devops-practices ⚡ Claim
Productivity framework for DevOps engineers using AI assistance (Claude Code) w…
B 81 5⁄4 ◉ ⏳ 96 53 N/A 64 87 100
911
hellolucky
v0-mcp ⚡ Claim 1
Enables the generation and iterative refinement of React UI components from nat…
B 81 5⁄5 ◉ ⏳ 88 77 — 60 84 90
912
GlobKurier-pl
Track shipments and search shipping products (DPD, InPost, DHL, FedEx, UPS, GLS…
B 81 6⁄6 ◉ ⏳ 84 86 92 34 82 92
913
jcr82
Bruno MCP Server ⚡ Claim 1
Integrates Bruno CLI for API testing, enabling users to run API requests and co…
B 81 5⁄5 ◉ ⏳ 84 100 N/A 72 95 48
914
MatsushitaTokitsugu
17+ Japan MCP tools (weather/calendar v2/local-pack/enrich). x402 on Base, wall…
B 81 6⁄6 ◉ ⏳ 78 79 100 41 81 94
915
ctaylor86
gohighlevel-mcp ⚡ Claim
B 81 6⁄4 ◉ ⏳ 84 86 88 34 84 94
916
paulp-o
Better 'AskUserQuestion' - A lightweight MCP server/OpenCode plugin/Agent Skill…
B 81 5⁄4 ◉ ⏳ 84 62 N/A 73 95 93
917
happyeric77
Enables AI clients to interact with Joplin notes through the Web Clipper API. S…
B 81 5⁄4 ◉ ⏳ 90 53 N/A 62 95 100
918
VeriTeknik
Teaching LLMs that Math.random() is so last century
B 81 5⁄5 ◉ ⏳ 92 72 — 50 82 100
919
joleyline
MCP Memory LibSQL ⚡ Claim 1
A high-performance, persistent memory system for the Model Context Protocol (MC…
B 81 5⁄5 ◉ ⏳ 94 68 — 62 82 92
920
ashah360
doordash-mcp Claim
Enables AI agents to search restaurants, browse menus, manage carts, and place …
B 81 4⁄4 ◉ ⏳ 84 N/A N/A 32 95 99
921
Aas-ee
open-webSearch ⚡ Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
B 81 5⁄5 ◉ ⏳ 76 75 — 79 82 93
922
Ansvar-Systems
saudi-law-mcp ⚡ Claim
Saudi legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 71 93 N/A 47 95 93
923
gander-tools
MCP server for querying and validating OpenStreetMap tags
B 81 5⁄4 ◉ ⏳ 85 63 N/A 81 95 81
924
get-dx
DX MCP Server ⚡ Claim
Enables AI applications to write and execute natural language queries on organi…
B 81 6⁄4 ◉ ⏳ 84 66 90 49 95 92
925
molanojustin
smithsonian-mcp ⚡ Claim
MCP server that provides AI assistants with access to the Smithsonian Instituti…
B 81 5⁄5 ◉ ⏳ 94 67 — 65 82 93
926
FoodXDevelopment
Food data tools for any AI agent. Describe food in English, get structured data…
B 81 5⁄4 ◉ ⏳ 90 71 N/A 48 95 93
927
xmuweili
app-screen-mcp ⚡ Claim 1
An MCP server for reliable iOS Simulator automation that enables agents to cont…
B 81 5⁄5 ◉ ⏳ 79 100 N/A 30 95 84
928
abhishekgahlot2
Bidirectional bridge between Claude Code and OpenAI Codex CLI. Built on Claude …
B 81 4⁄4 ◉ ⏳ 90 N/A N/A 28 95 95
929
ac3xx
Kagi search API integration
B 81 5⁄5 ◉ ⏳ 96 73 — 43 82 100
930
daedalus
mcp-ecdsa ⚡ Claim 1
MCP server for ECDSA cryptography
B 81 4⁄4 ◉ ⏳ 63 N/A N/A 67 95 99
931
pentafive
Connects AI assistants to a self-hosted Your Spotify instance and Spotify's Web…
B 81 5⁄5 ◉ ⏳ 90 71 — 63 82 94
932
BradA1878
Enables AI assistants to generate and control real-time audio synthesis through…
B 81 5⁄5 ◉ ⏳ 84 100 N/A 25 95 85
933
JohanCodinha
nREPL MCP Server ⚡ Claim
Enables interaction with a running Clojure nREPL instance for evaluating Clojur…
B 81 5⁄5 ◉ ⏳ 96 100 — 26 81 84
934
Ansvar-Systems
australian-law-mcp ⚡ Claim
Australian legislation via MCP — full-text search across statutes and provisions
B 81 5⁄4 ◉ ⏳ 71 93 N/A 45 95 91
935
ry-ops
git-steer Claim
An autonomous GitHub management engine that enables control over repositories, …
B 81 5⁄4 ◉ ⏳ 94 55 N/A 73 90 89
936
rianvdm
lastfm-mcp ⚡ Claim 2
A Model Context Protocol (MCP) server for Last.fm. Gives AI assistants access t…
B 81 5⁄4 ◉ ⏳ 55 100 — 54 95 99
937
tolenonetwork
Enables users to control their Toleno mining account directly from Claude AI us…
B 81 5⁄5 ◉ ⏳ 90 87 — 30 83 100
938
cagataycali
Strands MCP Server ⚡ Claim 2
Bidirectional MCP integration that allows Strands agents to both expose themsel…
B 81 5⁄5 ◉ ⏳ 96 91 — 47 81 74
939
nickvasilescu
Orgo MCP Server ⚡ Claim 1
Enables AI agents to control virtual computers through Orgo, supporting compute…
B 81 6⁄6 ◉ ⏳ 96 56 100 46 81 94
940
caron14
BigQuery Validator ⚡ Claim 1
Enables validation and dry-run analysis of BigQuery SQL queries without executi…
B 81 5⁄5 ◉ ⏳ 96 100 — 75 81 43
941
dandeliongold
Facilitates the creation of DecentSampler drum kit configurations, supporting W…
B 81 5⁄5 ◉ ⏳ 90 82 N/A 46 90 84
942 B 81 5⁄4 ◉ ⏳ 92 66 N/A 50 95 94
943
shinshin86
A Model Context Protocol server that integrates with AivisSpeech to enable AI a…
B 81 5⁄5 ◉ ⏳ 69 87 N/A 46 95 100
944
jhomen368
overseerr-mcp ⚡ Claim 1
Integrate AI assistants with Overseerr and the Seerr (the unified successor) fo…
B 81 5⁄5 ◉ ⏳ 88 67 — 80 82 87
945
pdfcrowd
Create polished, professional PDFs from a single prompt. Documentation, reports…
B 81 5⁄5 ◉ ⏳ 84 100 N/A 58 83 68
946
izumin5210
any-script-mcp ⚡ Claim
An MCP server that exposes arbitrary CLI tools and shell scripts as MCP Tools
B 81 5⁄4 ◉ ⏳ 90 60 N/A 68 87 96
947
ziad-hsn
code-mode-toon ⚡ Claim 1
A lightweight Model Context Protocol (MCP) orchestrator designed for efficiency…
B 81 5⁄4 ◉ ⏳ 96 60 N/A 67 90 86
948
vishalzambre
Integrates Honeybadger error tracking with Cursor IDE, allowing developers to f…
B 81 5⁄5 ◉ ⏳ 100 68 — 57 78 95
949
oathe-ai
oathe-mcp ⚡ Claim 1
MCP server for https://oathe.ai security audits. Runtime behavioral analysis an…
B 81 5⁄5 ◉ ⏳ 69 100 — 68 81 84
950
hyperpolymath
BoJ-server Claim
Unified capability catalogue with formally verified cartridges, distributed com…
B 81 5⁄4 ◉ ⏳ 90 51 N/A 75 90 97
Showing 901–950 of 68948 servers
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