nadlan-mcp/start.prompt

I want to create an MCP server for dealing with real estate info in israel
The goal is to be able to ask an agent with access to the mcp questions like:
- "for X address, give me the closest matches for deals from the last 2 years"
or even
- "find out the estimated market price for X meters in Y street"

The first use case will be the one dealing with deals in recent years

**I want you to think a moment, do some research and write an elaborate prompt for Claude 4 agent to write this MCP for me.**
It should use python for writing the MCP
Include a README and packages installation with requirements managemenet etc.

Include the use cases, the different actions the mcp exposes and how to query the source


Below are examples queries and responses for the govmap api you can use to build this
Given an address, use autocomplete to find the best result (point) for it
Use entitiesByPoint with layer 16 (real estate data) to get block/section (גוש/חלקה)
Use real-estate/deals to get polygon ids and high level info about deals in some radius given a point
Use real-estate/street-deals to get deals in the street, given the polygon id of a lot
Use real-estate/neighborhood-deals to get deals in the neighborhood, given the polygon id of a lot

Make sure to the keep most of the parameters available in the functions you create for specification, but do keep a reasonable default value

Here are the query and response examples:

➜  nadlan-mcp git:(main) curl -X POST https://www.govmap.gov.il/api/search-service/autocomplete -H "Content-Type: application/json" -d '{"searchText": "סוקולוב 38 חולון", "language": "he", "isAccurate": false, "maxResults": 10}'
{"resultsCount":339,"results":[{"id":"address|ADDR|346115","text":"סוקולוב 38 חולון","type":"address","score":3655.2979,"shape":"POINT(3870928.84417173 3766290.190868268)","data":{}}],"aggregations":[{"key":"street","count":1},{"key":"address","count":150}]}%
➜  nadlan-mcp git:(main) curl -X POST https://www.govmap.gov.il/api/layers-catalog/entitiesByPoint -H "Content-Type: application/json" -d '{"point":[3870923.9531396534,3766288.069885358],"layers":[{"layerId":"16"}],"tolerance":0}'
{"data":[{"name":"nadlan","caption":"עסקאות נדל\"ן","fieldsMapping":{"parcel":"חלקה","dealtype":"סוג עסקה","gush_num":"גוש","labelname":"שם","locality_name":"ישוב"},"entities":[{"objectId":314375,"centroid":[3870922.194567065,3766289.5137165817],"geom":"MULTIPOLYGON(((3870932.259157911 3766268.605101729,3870922.8279753854 3766269.7513144827,3870923.9715752467 3766278.4940995267,3870919.3620279552 3766279.067629365,3870918.3456935785 3766270.9173726696,3870911.7317985105 3766271.7907086676,3870915.056625225 3766297.9949837825,3870931.208021703 3766295.9166542697,3870929.609220784 3766283.110778894,3870933.9713238077 3766282.5362526667,3870932.259157911 3766268.605101729)))","fields":[{"fieldName":"גוש","fieldValue":"","fieldType":2,"isVisible":true},{"fieldName":"חלקה","fieldValue":"","fieldType":2,"isVisible":true},{"fieldName":"ישוב","fieldValue":"","fieldType":1,"isVisible":true},{"fieldName":"שם","fieldValue":"","fieldType":1,"isVisible":true},{"fieldName":"סוג עסקה","fieldValue":"","fieldType":1,"isVisible":true}]}]}]}%
➜  nadlan-mcp git:(main) curl -X GET https://www.govmap.gov.il/api/real-estate/deals/3872355.023513328,3765591.163209798/30
[{"dealscount":"2","settlementNameHeb":"חולון","streetNameHeb":"גאולים","houseNum":18,"polygon_id":"52272383","objectid":315688},{"dealscount":"1","settlementNameHeb":"חולון","streetNameHeb":"גאולים","houseNum":16,"polygon_id":"52278510","objectid":319592},{"dealscount":"2","settlementNameHeb":"חולון","streetNameHeb":"הקונגרס","houseNum":28,"polygon_id":"52278510","objectid":319592},{"dealscount":"1","settlementNameHeb":"חולון","streetNameHeb":"הקונגרס","houseNum":26,"polygon_id":"52514765","objectid":360560}]%
➜  nadlan-mcp git:(main) curl -X GET https://www.govmap.gov.il/api/real-estate/street-deals/52190246\?limit\=3
{"totalCount":"1121","data":[{"objectid":2004883,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000401,"streetNameHeb":"סוקולוב","streetNameEng":"Sokolov","houseNum":85,"floorNo":"שלישית","assetArea":65,"dealAmount":1855000,"dealId":3602690967,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":2,"neighborhood":"אגרובנק","dealDate":"2024-07-14T00:00:00.000Z","gushNum":7168,"parcelNum":120,"subParcelNum":15,"polygonId":"52190246","shape":"MULTIPOLYGON(((3871722.9030999946 3766279.592566438,3871707.9583556806 3766280.492684385,3871709.505116877 3766303.812532912,3871715.634340923 3766303.327575177,3871715.9693323127 3766308.0650615916,3871724.8090060675 3766307.5079078106,3871722.9030999946 3766279.592566438)))","sourceorder":1},{"objectid":2004890,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000401,"streetNameHeb":"סוקולוב","streetNameEng":"Sokolov","houseNum":85,"floorNo":"שלישית","assetArea":90,"dealAmount":1920000,"dealId":3570466863,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":4,"neighborhood":"אגרובנק","dealDate":"2023-05-01T00:00:00.000Z","gushNum":7168,"parcelNum":120,"subParcelNum":17,"polygonId":"52190246","shape":"MULTIPOLYGON(((3871722.9030999946 3766279.592566438,3871707.9583556806 3766280.492684385,3871709.505116877 3766303.812532912,3871715.634340923 3766303.327575177,3871715.9693323127 3766308.0650615916,3871724.8090060675 3766307.5079078106,3871722.9030999946 3766279.592566438)))","sourceorder":1},{"objectid":2004886,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000401,"streetNameHeb":"סוקולוב","streetNameEng":"Sokolov","houseNum":85,"floorNo":"שלישית","assetArea":55,"dealAmount":1300000,"dealId":3513489229,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":2,"neighborhood":"אגרובנק","dealDate":"2021-04-01T00:00:00.000Z","gushNum":7168,"parcelNum":120,"subParcelNum":15,"polygonId":"52190246","shape":"MULTIPOLYGON(((3871722.9030999946 3766279.592566438,3871707.9583556806 3766280.492684385,3871709.505116877 3766303.812532912,3871715.634340923 3766303.327575177,3871715.9693323127 3766308.0650615916,3871724.8090060675 3766307.5079078106,3871722.9030999946 3766279.592566438)))","sourceorder":1}],"limit":"3","offset":0}%
➜  nadlan-mcp git:(main) curl -X GET "https://www.govmap.gov.il/api/real-estate/settlement-deals/52282030?limit=8&offset=0&startDate=1998-01&endDate=2025-07"
{"totalCount":"1500","data":[{"objectid":1963574,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000749,"streetNameHeb":"יוספטל","streetNameEng":"Yoseftal","houseNum":131,"floorNo":"תשיעית","assetArea":75,"dealAmount":2080000,"dealId":3631178682,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":4,"neighborhood":"נאות רחל","dealDate":"2025-06-24T00:00:00.000Z","gushNum":7132,"parcelNum":165,"subParcelNum":54,"polygonId":"52531207","shape":"MULTIPOLYGON(((3869896.3171437006 3765284.8968157736,3869913.339726713 3765300.1328209476,3869923.1885620463 3765294.8774869433,3869928.799023584 3765297.0113033256,3869933.458721797 3765278.1701892875,3869927.92374182 3765274.5957138077,3869924.4053302663 3765270.579594754,3869922.9085253878 3765264.878718774,3869902.270631794 3765269.529974511,3869905.187685678 3765276.5626844093,3869911.8992678327 3765277.6320347814,3869907.8584706443 3765283.310243393,3869903.8724455996 3765281.2930603144,3869896.3171437006 3765284.8968157736)))"},{"objectid":1846832,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66001007,"streetNameHeb":"ליבנה","streetNameEng":"Livne","houseNum":5,"floorNo":"שניה","assetArea":113,"dealAmount":3195000,"dealId":3631133732,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":5,"neighborhood":"קרית פנחס איילון","dealDate":"2025-06-23T00:00:00.000Z","gushNum":6870,"parcelNum":161,"subParcelNum":4,"polygonId":"65407826","shape":"MULTIPOLYGON(((3872158.390743529 3764208.380282011,3872161.838599093 3764242.5978388847,3872168.410195799 3764241.9032551795,3872193.5440109936 3764239.2463467484,3872190.007782065 3764205.253155305,3872158.390743529 3764208.380282011)))"},{"objectid":1400983,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000304,"streetNameHeb":"ההסתדרות","streetNameEng":"HaHistadrut","houseNum":9,"floorNo":"ראשונה","assetArea":62,"dealAmount":1780000,"dealId":3631107661,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":3,"neighborhood":"נאות רחל","dealDate":"2025-06-19T00:00:00.000Z","gushNum":6049,"parcelNum":372,"subParcelNum":1,"polygonId":"53325200","shape":"MULTIPOLYGON(((3870138.9427571767 3765766.483048845,3870124.586771653 3765767.6085129203,3870126.271981144 3765787.9681554106,3870140.6285642516 3765786.7006112374,3870138.9427571767 3765766.483048845)))"},{"objectid":1843983,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000736,"streetNameHeb":"צבי תדמור","streetNameEng":"Tsvi Tadmor","houseNum":1,"floorNo":"שלישית","assetArea":85,"dealAmount":3020000,"dealId":3631211945,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":4,"neighborhood":"ח-501 - שדרת המגדלים","dealDate":"2025-06-19T00:00:00.000Z","gushNum":6867,"parcelNum":20,"subParcelNum":52,"polygonId":"65408471","shape":"MULTIPOLYGON(((3871177.778794402 3765191.889558703,3871178.4564833553 3765197.891014338,3871182.2779133795 3765197.2406489174,3871185.9902608176 3765204.4601649973,3871195.7116185934 3765199.7610640577,3871194.7083753124 3765197.251031743,3871198.0648031556 3765195.9330814844,3871199.604743951 3765200.6770863133,3871204.5131732277 3765201.0491120047,3871204.406807708 3765198.3860212173,3871215.3143380955 3765199.2518597897,3871212.8285952397 3765167.5645476016,3871203.0487885596 3765167.290671357,3871203.061929235 3765163.962458792,3871198.4245313215 3765164.0614162153,3871196.4843673566 3765171.845719552,3871192.5932619437 3765170.4206163115,3871193.8129072837 3765167.449669899,3871183.973064357 3765162.688087848,3871181.420961052 3765169.5380753535,3871176.932631591 3765169.332283308,3871176.7204067134 3765175.721704283,3871183.349527136 3765178.47343666,3871183.7715009893 3765190.0339673627,3871177.778794402 3765191.889558703)))"},{"objectid":1895696,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000613,"streetNameHeb":"הדר","streetNameEng":"Hadar","houseNum":17,"floorNo":"שביעית","assetArea":93,"dealAmount":2250000,"dealId":3631111460,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":5,"neighborhood":"תל גיבורים","dealDate":"2025-06-19T00:00:00.000Z","gushNum":6996,"parcelNum":156,"subParcelNum":20,"polygonId":"52281293","shape":"MULTIPOLYGON(((3870051.57714401 3767094.041256596,3870040.370134424 3767097.038656933,3870048.4967099056 3767127.2668753467,3870058.0403928743 3767124.7126327762,3870056.09091577 3767117.2328781234,3870063.7588881357 3767115.180143329,3870063.2820210312 3767113.6270005675,3870071.304321149 3767111.3744082907,3870068.5290023237 3767101.2151863556,3870061.072910383 3767103.3279930498,3870060.4932934167 3767100.957391069,3870053.8989098025 3767102.7066357546,3870051.57714401 3767094.041256596)))"},{"objectid":1393548,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"HOLON","streetCode":66000316,"streetNameHeb":"ירושלים","streetNameEng":"Yerushalayim","houseNum":28,"floorNo":"ראשונה","assetArea":64,"dealAmount":2035000,"dealId":3631016688,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":3,"neighborhood":"רסקו א","dealDate":"2025-06-17T00:00:00.000Z","gushNum":6021,"parcelNum":519,"subParcelNum":3,"polygonId":"53292062","shape":"MULTIPOLYGON(((3872418.3570163557 3765837.6289002215,3872426.0110237096 3765840.086778504,3872413.6756989933 3765871.882476009,3872411.4976381892 3765878.8598479424,3872409.985555434 3765882.926459407,3872403.852746806 3765880.1500588697,3872399.9345809696 3765888.809647211,3872410.224501431 3765893.766445152,3872409.5375440596 3765895.5452244217,3872409.342715312 3765896.049799235,3872417.4679515455 3765899.4889329947,3872418.460604578 3765897.3304470708,3872453.311020131 3765915.2778368876,3872457.8166023893 3765906.049448113,3872450.781941641 3765903.4472836093,3872451.3216936495 3765902.4731693123,3872452.0376452724 3765901.181005774,3872423.5767494035 3765887.195973278,3872422.3105210755 3765889.317993262,3872417.9555994533 3765886.794896706,3872420.704368252 3765881.3626075033,3872423.0776518174 3765882.35076034,3872434.713973695 3765847.958882778,3872432.4735072134 3765847.0272540627,3872433.9297330948 3765842.897801246,3872460.2152264756 3765851.476821522,3872452.565070366 3765874.8857958433,3872451.5971406135 3765874.5392695204,3872450.3359849215 3765874.0876493473,3872448.5691258837 3765879.544238387,3872449.7003600826 3765879.9232488344,3872450.5743509983 3765880.2161306813,3872449.2795184017 3765883.8028869117,3872462.021818865 3765888.2429909087,3872471.3725446924 3765859.696466298,3872466.988811884 3765858.2007555473,3872469.057519674 3765852.043707824,3872474.7115786443 3765853.995450404,3872477.348881764 3765846.009913576,3872477.5882675494 3765845.2851707684,3872447.819010719 3765834.847525818,3872448.647526562 3765832.227126628,3872444.8714360716 3765831.1943450593,3872444.043489048 3765833.697293579,3872432.8745693043 3765829.6988944374,3872432.3213141304 3765831.426918068,3872432.0856535677 3765832.162803164,3872422.2747806213 3765828.606564234,3872421.384059692 3765828.2837798996,3872418.3570163557 3765837.6289002215)))"},{"objectid":2051954,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000823,"streetNameHeb":"השילוח","streetNameEng":"HaShiloach","houseNum":15,"floorNo":"שביעית","assetArea":73,"dealAmount":1830000,"dealId":3631017442,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":3,"neighborhood":"קריית שרת","dealDate":"2025-06-16T00:00:00.000Z","gushNum":7342,"parcelNum":42,"subParcelNum":27,"polygonId":"52274725","shape":"MULTIPOLYGON(((3873642.6277636047 3764241.751557177,3873631.906597181 3764241.7938726014,3873631.998107277 3764248.814405056,3873628.345634951 3764248.8834561515,3873628.2426563133 3764241.780011298,3873617.76814006 3764242.024500391,3873617.8537411075 3764250.619521833,3873621.6237151297 3764250.633787555,3873621.6040620618 3764255.8781390376,3873617.5863711787 3764255.945804926,3873617.6826884616 3764264.8249993785,3873628.5334682437 3764264.7831871016,3873628.425743255 3764258.946427908,3873632.5494657 3764258.879159485,3873632.526978729 3764264.8811642528,3873642.6708876616 3764264.836665063,3873642.572866992 3764256.407324821,3873639.1675753384 3764256.5365062975,3873639.061530415 3764250.2498971075,3873642.7260060078 3764250.1216959893,3873642.6277636047 3764241.751557177)))"},{"objectid":2051555,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"HOLON","streetCode":66000821,"streetNameHeb":"הר הצופים","streetNameEng":"Har HaTsofim","houseNum":47,"floorNo":"שלישית","assetArea":51,"dealAmount":1825000,"dealId":3631013353,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":3,"neighborhood":"קריית שרת","dealDate":"2025-06-15T00:00:00.000Z","gushNum":7342,"parcelNum":22,"subParcelNum":14,"polygonId":"52567581","shape":"MULTIPOLYGON(((3873234.6333555575 3764025.4189925296,3873174.195187554 3764025.697250108,3873174.1548687327 3764036.3514895146,3873234.722993669 3764035.9908605963,3873234.6333555575 3764025.4189925296)))"}],"limit":"8","offset":"0"}%
➜  nadlan-mcp git:(main) curl -X GET "https://www.govmap.gov.il/api/real-estate/neighborhood-deals/52282030?limit=8"
{"totalCount":"1500","data":[{"objectid":2012216,"settlementId":6600,"settlementNameHeb":"חולון","settlementNameEng":"Holon","streetCode":66000415,"streetNameHeb":"חנקין","streetNameEng":"Hankin","houseNum":94,"floorNo":"שמינית","assetArea":114,"dealAmount":3100000,"dealId":3630672458,"propertyTypeDescription":"דירה","dealNatureDescription":"דירה בבית קומות","assetRoomNum":5,"neighborhood":"קרית עבודה","dealDate":"2025-06-03T00:00:00.000Z","gushNum":7173,"parcelNum":280,"subParcelNum":31,"polygonId":"52200789","shape":"MULTIPOLYGON(((3871486.702085897 3765626.2830583975,3871488.5194659834 3765657.0170607325,3871514.6030336753 3765654.2582579907,3871514.7862583473 3765656.5099627716,3871514.8707900285 3765657.5485280724,3871526.8889670335 3765657.5021180813,3871526.672959812 3765652.943302509,3871530.8355138344 3765652.7718882347,3871530.496062051 3765643.9365338716,3871524.6455793446 3765644.153950538,3871522.4984616893 3765644.2337720837,3871522.196761878 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➜  nadlan-mcp git:(main)