MCP Server Quality Scores

Independent quality analysis of 44440 public MCP servers

44440
Discovered
29486
Scored
2111
Verified
16952
Complete

Last updated 54 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1201
shensi8312
blogburst-mcp-server Claim 1
AI content generation, repurposing, and multi-platform publishing with [BlogBur…
B 80 54 90 67 47 95 91
1202
jayozer
MCP Outlook Server Claim
Enables sending emails through Microsoft Outlook using the Microsoft Graph API.…
B 80 66 100 66 90 42 81 90
1203
h3ro-dev
An MCP server that provides AI assistants with team analytics capabilities for …
B 80 55 75 77 69 81 98
1204
kubeflow
MCP Server and CLI for Apache Spark History Server. Debug Spark applications fr…
B 80 54 69 67 N/A 85 90 96
1205
rog0x
git Claim
Git log, diff, blame, branch stats for AI agents
B 80 44 72 N/A N/A 55 95 93
1206
moonray
Figma MCP Server Claim 1
Facilitates the analysis of Figma file structures by extracting node hierarchie…
B 80 55 100 71 40 82 92
1207
antonio-mello-ai
mcp-pfsense Claim
Manage pfSense firewalls through AI assistants — rules, DHCP, DNS, and more
B 80 55 66 82 N/A 65 95 89
1208
cedricvidal
Memorious MCP Claim
Provides AI assistants with long-term semantic memory capabilities through loca…
B 80 55 76 82 N/A 50 95 89
1209
TaylorChen
Enables querying, searching, and analyzing Cursor IDE conversation history from…
B 80 54 94 63 N/A 45 90 99
1210
BigJai
codemunch-pro Claim 1
Code indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) ret…
B 80 55 76 82 N/A 47 95 92
1211
lex-tools
A Model Context Protocol (MCP) server designed to easily dump your codebase con…
B 80 54 90 63 N/A 59 92 91
1212
srprasanna
MCP Skills Server Claim
MCP server that loads and serves skills from a mounted directory with hot reloa…
B 80 54 78 62 N/A 72 94 95
1213
citizenteam
Enables deployment and management of applications on the Citizen platform from …
B 80 55 78 100 34 80 94
1214
jscianna
Enables peer discovery and direct messaging between multiple Codex sessions run…
B 80 44 66 N/A N/A 57 95 100
1215
Use-Tusk
Tusk Drift MCP Claim
Enables AI assistants to search, analyze, and debug application API traffic cap…
B 80 55 94 72 56 80 89
1216
oabolade
Figma MCP Server Claim
MCP server enabling AI assistants to interact with Figma designs via natural la…
B 80 54 96 68 N/A 53 83 92
1217
lihongjie0209
DOCX MCP Server Claim 1
Enables creation, editing, and management of Word documents through JSON schema…
B 80 55 84 82 62 81 84
1218
jagadeesh52423
Generates SVG diagram files from Mermaid syntax with support for multiple theme…
B 80 54 100 65 N/A 34 95 91
1219
Quinncuatro
Jane Claim
Jane is an MCP server that transforms team documentation and project specificat…
B 80 54 94 73 N/A 23 95 98
1220
bunkerapps
Enables AI assistants to search products, compare prices, and find the best dea…
B 80 55 90 68 58 82 95
1221
aflekkas
reddit-mcp-server Claim
reddit-mcp-server
B 80 54 96 60 N/A 42 95 96
1222
SackeyDavid
Enables sending end-of-day (EOD) status updates directly to Slack channels from…
B 80 55 78 100 N/A 26 95 83
1223
aplaceforallmystuff
mcp-pihole Claim
Pi-hole v6 MCP server - manage DNS blocking, stats, whitelists/blacklists
B 80 54 90 65 N/A 58 83 99
1224
viktorlarsson
openfigi Claim
Map financial identifiers (ISIN, CUSIP, SEDOL, Ticker) to FIGIs via OpenFIGI API
B 80 54 84 62 N/A 71 83 100
1225
automators-com
Enables AI models to generate synthetic data, manage templates and connections,…
B 80 55 80 71 74 81 97
1226
MushroomFleet
Enhance your transcription workflow with intelligent processing capabilities. A…
B 80 54 96 53 N/A 55 90 99
1227
flight505
MCP Think Tank Claim
Provides AI assistants with enhanced reasoning capabilities through structured …
B 80 54 90 61 N/A 52 95 93
1228
universal-tool-calling-protocol
code-mode Claim
🔌 Plug-and-play library to enable agents to call MCP and UTCP tools via code ex…
B 80 54 84 67 N/A 61 95 88
1229
rog0x
mcp-json-tools Claim
An MCP server that provides tools for JSON validation, diffing, and transformat…
B 80 44 72 55 95 95
1230
ppetru
Provides AI assistants with access to TiddlyWiki wikis via HTTP API, supporting…
B 80 55 86 72 68 82 91
1231
Ansvar-Systems
jamaican-law-mcp Claim 1
Jamaican legislation via MCP — full-text search across statutes and provisions
B 80 54 71 93 N/A 35 95 93
1232
Dishant27
Enables interaction with X (formerly Twitter), allowing for posting tweets, sea…
B 80 55 96 75 39 80 100
1233
Xplo8E
HackTricks MCP Server Claim 1
Search and query HackTricks pentesting documentation with quick lookup and sect…
B 80 54 94 56 N/A 63 89 91
1234
pinkpixel-dev
Provides LLMs with current date and time information across any timezone, with …
B 80 55 72 100 50 81 90
1235
chunlea
screenshot-mcp Claim
A cross-platform MCP server that allows AI agents to capture screenshots of spe…
B 80 54 90 66 N/A 50 90 98
1236
domdomegg
Airtable Claim
Read and write access to Airtable database schemas, tables, and records.
B 80 54 78 63 N/A 78 87 97
1237
Tylarcam
MCP Session Closer Claim 1
Gracefully closes Cursor work sessions by syncing context files across multiple…
B 80 55 96 100 N/A 38 95 50
1238
shiquda
roadmap-skill Claim 2
Shared roadmap for humans and AI Agents. Visual kanban and graph for you, Skill…
B 80 55 96 65 N/A 61 94 76
1239
utensils
mcp-nixos Claim
MCP server providing accurate information about NixOS packages, system options,…
B 80 54 84 66 N/A 75 90 85
1240
pnizer
wweb-mcp Claim
WhatsApp Web MCP Server
B 80 54 86 68 N/A 51 90 100
1241
thebasedcapital
brainbox Claim
Hebbian memory for AI agents. Learns file patterns, predicts next tools, saves …
B 80 54 82 62 N/A 71 90 95
1242
entro314-labs
Generates all required web app icons and manifest files from a single source im…
B 80 54 94 61 N/A 50 92 92
1243
UI5
MCP server for UI5 Web Components development assistance
B 80 54 75 65 N/A 82 90 92
1244
airdrop-alpha
Xcode MCP Server Claim 1
Enables AI assistants to manage Xcode projects by listing targets, reading conf…
B 80 54 90 67 N/A 48 90 96
1245
kushneryk
join.cloud Claim 1
Collaboration rooms for AI agents. Create rooms, join with agentToken, exchange…
B 80 54 71 100 55 76 95
1246
SteveGustavson
mcp-imdb Claim
Enables access to IMDB movie and entertainment data through the Model Context P…
B 80 54 84 73 N/A 42 95 94
1247
sammcj
Enables LLMs to interact with GitHub issues by providing details as tasks, allo…
B 80 55 90 70 61 82 94
1248
kael-bit
engram-rs Claim
Hierarchical memory engine for AI agents with automatic decay, promotion, seman…
B 80 54 76 70 N/A 80 83 94
1249
Hannes221
kali-mcp Claim
Provides an MCP interface to a full Kali Linux environment running in Docker, e…
B 80 44 70 N/A N/A 53 95 99
1250
winsthuang
Home Controller Claim
A unified smart home automation system that enables control and monitoring of M…
B 80 54 94 71 N/A 35 87 99
Showing 1201–1250 of 44440 servers
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